[HN Gopher] LSD and psilocybin increase the fractal dimension of...
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       LSD and psilocybin increase the fractal dimension of brain activity
        
       Author : DreamScatter
       Score  : 147 points
       Date   : 2021-06-13 12:36 UTC (10 hours ago)
        
 (HTM) web link (www.biorxiv.org)
 (TXT) w3m dump (www.biorxiv.org)
        
       | anm89 wrote:
       | Totally separate from whatever this paper is claiming, I'm
       | already dreading a conversation at some future party in which
       | some person rambles on regarding a very unscientific
       | understanding of this paper and something about burning man.
        
         | okareaman wrote:
         | You might get lucky and someone will bend your ear about
         | Terence McKenna and Machine Elves
        
       | bronzeage wrote:
       | Why is it even legal to conduct LSD experiments? There was some
       | animal testing post earlier, but giving people illegal
       | consciousness altering drugs seems so much worse.
        
         | _Microft wrote:
         | I'll take the bait. A drug being regulated by narcotics
         | regulation does not mean that its use has to be completely
         | forbidden. Just because Average Joe is not allowed to do
         | something does not mean that there might not be professionals
         | who are. Opiates for example are both regulated and used for
         | pain treatment.
         | 
         | Any study with human participants has to go through an ethics
         | review and the participants have to be both informed about the
         | goals of the study, possible risks and consequences of the
         | procedures and also have to take part voluntarily. (Regarding
         | "consequences": a brain scan could e.g. show a medical
         | condition and having _knowledge_ of that condition would mean
         | that the participant would have to state this as existing
         | condition in the future whenever they wanted to sign up for
         | health insurance for example. So: it is complicated!).
         | 
         | The Helsinki Declaration contains ethical principles on human
         | experimentation if you want to have a look:
         | https://en.wikipedia.org/wiki/Declaration_of_Helsinki
        
           | fredgrott wrote:
           | You have to understand that because animals borrowed cell
           | signaling form plants that most transmitter blockers and
           | analogues can be found plant cell signal chemicals
           | 
           | Or to put in broad terms our brains are powered by degrees of
           | getting high. Its more of the degree and method that produces
           | bad social results
        
             | _Microft wrote:
             | The similarities between very different species are
             | absolutely mind-blowing indeed. Anesthesia works on plants
             | for example! Jellyfish have to sleep, despite having no
             | brain at all. They even suffer from disorientation when
             | being sleep-deprived (afaik researchers frequently poked or
             | otherwise disturbed them in their tank during their normal
             | sleep-phase. On the "next day" they showed signs of sleep
             | deprivation).
        
         | thatswrong0 wrote:
         | Why are they illegal to begin with?
        
         | baq wrote:
         | People have a choice.
        
         | elliekelly wrote:
         | I would assume the people taking these drugs in a modern study
         | would be participating having given their consent and under the
         | supervision of an ethics review board. I've never taken LSD in
         | my life but I would be willing to participate in a study like
         | this and I can't imagine I'm alone.
        
         | plutonorm wrote:
         | Psychedelics are a tool. You don't ban powerful lasers because
         | someone might get hurt. You regulate and prescribe how they may
         | be used safely. And they are a very powerful tool, not only as
         | a medicine to treat addiction and depression but also as a lens
         | to inspect the nature of consciousness.
        
         | pmoriarty wrote:
         | _" giving people illegal consciousness altering drugs seems so
         | much worse"_
         | 
         | It would be interesting to learn why you think it would be so
         | bad.
        
         | modmans2nd wrote:
         | .....
        
         | GuB-42 wrote:
         | It is all explained in the paper, they had all the necessary
         | licences.
         | 
         | One noteworthy point is that they only took sane adults with
         | experience in psychedelics (that's the tl;dr).
        
         | unparagoned wrote:
         | There is lots of potential benefits that far outweigh any
         | downsides,so it's worth investigating. They were made illegal
         | for political reasons rather than for scientific or evidence
         | based reasons
        
           | vkomega wrote:
           | Sources for benefits (plural) vs. downsides? Source for
           | politically-motivated criminalization?
        
             | acid_enthusiast wrote:
             | Lots (hundreds? thousands? a large cross section of the
             | population of every music music festival on the planet for
             | the last 50 years) of human beings report them encouraging
             | a good time with increased enjoyment, openness, creativity,
             | ability to do things, and they where praised by the
             | creators of AA to be helpful in the treatment of alcholism.
             | Very few of the doctors, nurses, lorry drivers, support
             | workers, shop keepers, crafters, farmers, scientists who
             | attend these events and lie about their participation go on
             | to develop serious social or medical problems or they
             | wouldn't have the money to go back year on year for more
             | illegal fun. Unfortunately the majority of these positive
             | experiences are not recorded by government backed science,
             | since reporting LSD use to the government results in the
             | loss of jobs, driving privileges, children and ultimately
             | homes and freedom. Users complained about the war, lsd was
             | banned (- over simplification for brevity.). Laughter has
             | no accepted medical use and trying to prove otherwise is a
             | crime
        
             | AnthonBerg wrote:
             | https://doi.org/10.3389/fimmu.2015.00358
             | 
             | Szabo A. (2015). "Psychedelics and Immunomodulation: Novel
             | Approaches and Therapeutic Opportunities". _Frontiers in
             | immunology_ , 6, 358.
             | 
             | Abstract:
             | 
             |  _Classical psychedelics are psychoactive substances,
             | which, besides their psychopharmacological activity, have
             | also been shown to exert significant modulatory effects on
             | immune responses by altering signaling pathways involved in
             | inflammation, cellular proliferation, and cell survival via
             | activating NF-kB and mitogen-activated protein kinases.
             | Recently, several neurotransmitter receptors involved in
             | the pharmacology of psychedelics, such as serotonin and
             | sigma-1 receptors, have also been shown to play crucial
             | roles in numerous immunological processes. This emerging
             | field also offers promising treatment modalities in the
             | therapy of various diseases including autoimmune and
             | chronic inflammatory conditions, infections, and cancer.
             | However, the scarcity of available review literature
             | renders the topic unclear and obscure, mostly posing
             | psychedelics as illicit drugs of abuse and not as
             | physiologically relevant molecules or as possible agents of
             | future pharmacotherapies. In this paper, the
             | immunomodulatory potential of classical serotonergic
             | psychedelics, including N,N-dimethyltryptamine (DMT),
             | 5-methoxy-N,N-dimethyltryptamine (5-MeO-DMT), lysergic acid
             | diethylamide (LSD), 2,5-dimethoxy-4-iodoamphetamine, and
             | 3,4-methylenedioxy-methamphetamine will be discussed from a
             | perspective of molecular immunology and pharmacology.
             | Special attention will be given to the functional
             | interaction of serotonin and sigma-1 receptors and their
             | cross-talk with toll-like and RIG-I-like pattern-
             | recognition receptor-mediated signaling. Furthermore, novel
             | approaches will be suggested feasible for the treatment of
             | diseases with chronic inflammatory etiology and pathology,
             | such as atherosclerosis, rheumatoid arthritis, multiple
             | sclerosis, schizophrenia, depression, and Alzheimer 's
             | disease._
        
             | ljf wrote:
             | Not lsd but the reason behind the banning of cannabis and
             | heroin is a pretty well known story
             | https://www.unharm.org/the-racist-truth-behind-the-war-on-
             | dr...
             | 
             | They were criminalised to criminalise part of society. Lsd
             | was similar - the govt was worried about losing control of
             | people and their desires.
             | 
             | Lsd has never been an interest of mine, but I am aware many
             | people find the experiences they have truly profound.
             | 
             | there was some excellent work in curing alcoholism that
             | used Lsd and proved very successful prior to it being
             | banned; BBC News - LSD 'helps alcoholics to give up
             | drinking' http://www.bbc.co.uk/news/health-17297714
        
             | nabla9 wrote:
             | Will psychedelics be 'a revolution in psychiatry'?
             | https://www.nature.com/articles/d41573-021-00087-7
             | 
             | The Yale Manual for Psilocybin-Assisted Therapy of
             | Depression (using Acceptance and Commitment Therapy as a
             | Therapeutic Frame) https://psyarxiv.com/u6v9y
             | 
             | "Trial of Psilocybin versus Escitalopram for Depression",
             | https://www.nejm.org/doi/full/10.1056/NEJMoa2032994
             | 
             | Effects of Psilocybin-Assisted Therapy on Major Depressive
             | Disorder. A Randomized Clinical Trial, Alan K. Davis et
             | al., 2020 doi : 10.1001/jamapsychiatry.2020.3285
             | 
             | Can Psychedelic Drugs Attenuate Age-Related Changes in
             | Cognition and Affect? https://link.springer.com/article/10.
             | 1007/s41465-019-00151-6
             | 
             | LSD is one of the safest drugs there are. You may get a bad
             | trip but it ends. Of course people in danger of psychosis
             | should not take it.
             | 
             | People don't get addicted to LSD or psychedelics in
             | general. It's not something you want to take frequently
             | (excluding some who microdose at the levels where you don't
             | feel the psychedelics effects).
        
               | vkomega wrote:
               | Great, thanks for the objective response. My inquiry was
               | substantially downvoted.
               | 
               | How can one determine if they are at risk of psychosis
               | prior to consuming LSD? I've heard many stories of people
               | who were "never the same" (in a bad life-outcome sense)
               | after having bad LSD trips. It wasn't clear from family
               | history or medical history that they were at-risk for
               | such a reaction.
               | 
               | At least based on these outcomes, it might be a bit
               | inaccurate to claim LSD is safe. I suspect it was
               | outlawed in part due to observed risks decades ago, but
               | am still curious about political motivations. (e.g. "they
               | want to deny us access to knowledge, man." or racial
               | reasons, etc)
               | 
               | Perhaps there will be technology advancements in support
               | of ascertaining propensity for adverse reactions to
               | psychedelics. I suspect there's a strong component
               | related to dosage. Maybe this is related to the
               | microdosing movement?
        
               | [deleted]
        
               | mikelevins wrote:
               | The idea that someone took LSD and "was never the same"
               | is a common trope, but I doubt it's based much on fact. I
               | wrote a paper years ago in college about the difference
               | between what "public education" about LSD said and what
               | the medical literature said (I attended a university with
               | a good medical school and a good medical library), and
               | the short version is that federally-funded "public
               | education" about LSD was mostly a lot of scare stories
               | made up to serve someone's social or political agenda.
               | They had little or no basis in fact.
               | 
               | Things like that get repeated, though. People like to
               | repeat scare stories. I wouldn't be surprised if that's
               | where most of the "never the same" stories come from.
               | 
               | I will admit that I took LSD quite a few times at the end
               | of the 1970s, and that at the peak of that period I spent
               | a month or two in a fairly confused and impressionable
               | state. Someone who had known me before and who
               | encountered me during that period might be forgiven for
               | concluding that I would "never be the same". It was
               | temporary, though.
               | 
               | I gave up on psychedelics and other mind-altering
               | substances by the early 1980s. They were no longer
               | showing me anything new. As the fellow said, once you've
               | gotten the message, it's time to hang up the phone.
               | 
               | The literature that I found in the late 70s made LSD look
               | fairly harmless, as long as you were not already
               | psychotic or close to it. That was peer-reviewed
               | research, though, not news stories. It would have been
               | scandalous at that time for anyone in the mainstream
               | press to suggest that LSD was anything less than the
               | scourge of Western Civilization.
               | 
               | Sometime around the late nineties or early 2000s,
               | respectable researchers began to obtain permission to
               | conduct research with psychedelics again, and have gotten
               | some pretty interesting results, especially in areas like
               | treatment of alcoholism, depression, and anxiety. By the
               | way, they don't seem to be finding a lot of civilization-
               | ending dangers in the process. Judging by the medical
               | literature, they just aren't very dangerous.
               | 
               | As far as I know, based both on personal experience and
               | medical literature, the main dangers from psychedelics
               | are that they can be very disorienting and several of
               | them amplify the experience of emotion. Bad trips mostly
               | seem to be a combination of disorientation and fear, with
               | the disorientation becoming frightening, and the fear
               | amplified by the drug so that it becomes terror.
               | 
               | But bad trips end, just like good ones do.
               | 
               | So if you're going to experiment with them, you want to
               | be in a safe place, in a reasonably sane and calm state
               | of mind, and in the company of trustworthy people who
               | have your best interests in mind--preferably mental-
               | health professionals with some experience with
               | psychedelics, if possible.
        
               | sammalloy wrote:
               | > How can one determine if they are at risk of psychosis
               | prior to consuming LSD?
               | 
               | Family history of mental illness, particularly
               | schizophrenia.
               | 
               | > I've heard many stories of people who were "never the
               | same" (in a bad life-outcome sense) after having bad LSD
               | trips.
               | 
               | I think those stories are overblown. People like to have
               | something to blame for when a loved one goes down the
               | wrong path.
        
               | vkomega wrote:
               | > history
               | 
               | This was addressed in my previous comment. I've known
               | folks who took the stuff and had a horrible reaction,
               | without family history as such.
               | 
               | Also, consuming street drugs of unknown quality in
               | uncontrolled settings with uncontrolled dosages is quite
               | different than controlled medical experiments.
               | 
               | > overblown
               | 
               | I never wanted to try the stuff after personally
               | observing people change after having a "bad trip". If it
               | permanently alters perceptions in unpredictable ways,
               | then ingesting it likely catalyzes alternate life
               | trajectories, also in unpredictable ways.
               | 
               | Seems like a double edged sword. Many report the positive
               | benefits but the supporters seem to downplay risks or
               | point to other factors without supporting evidence.
               | 
               | It's unclear how to determine safety with prospective
               | victims/winners whose family history doesn't include
               | mental illness. Again, I suspect dosage is a critical
               | factor to trip outcome; this being common pharmacological
               | wisdom.
        
               | sammalloy wrote:
               | All true, of course. I have had great success helping two
               | people who had "bad trips" as a trip sitter. Both people
               | had a troubled adolescence, but are now doing extremely
               | well as adults and are highly successful. Whenever I see
               | them, they always thank me for helping them. The truth of
               | the matter, is that I didn't do anything at all, I just
               | made them feel safe and let them knew that everything was
               | going to be okay.
        
         | totony wrote:
         | >but giving people illegal consciousness altering drugs seems
         | so much worse.
         | 
         | Why do you think so?
        
         | haswell wrote:
         | Out of curiosity, which part bothers you?
         | 
         | 1. That the drugs are illegal
         | 
         | 2. That the drugs alter consciousness
         | 
         | What's your stance on cannabis?
        
       | yoloyoloyoloa wrote:
       | I decided to start a career in programming and IT oneday at 21 on
       | a LSD bad trip from hell. It was really an eye opening trip and
       | just realized this would be the best possible career path to
       | take. I have never looked back since.
        
         | fastball wrote:
         | How is it a bad trip that set you on a career path you like?
        
           | andyana wrote:
           | I believe it is possible to have a bad trip in this sense
           | because it typically takes time to integrate the experience.
           | The time spent trying to integrate can be scary, because you
           | don't understand it yet.
           | 
           | I had a vision of a blonde child, perhaps six years old,
           | burst out of a tunnel of light during a DMT trip. I still
           | don't know what it means, and because my son is blonde, i
           | can't help but feel that maybe there is a message im not
           | seeing (this is coming from an ex-atheist of twenty years).
           | It was a weird event, but it has made me make positive
           | changes in my life regardless. For example, I try a lot
           | harder to have the time for him. I've decided to stop trying
           | to date because of it (so that I don't have to divide my time
           | more), and that's given me a self esteem boost.
           | 
           | It is a complex thing, one that we don't understand. Its a
           | beautiful experience, but one I don't take lightly. It needs
           | respect.
        
       | Animats wrote:
       | Well, yes, adding noise increases the fractal dimension of a
       | signal.
       | 
       | "Shannon entropy" is noise.
       | 
       | "Lempel-Ziv complexity" is "how long is the zip file".
        
         | dorkmind wrote:
         | Does listening to white noise increase the fractal dimension
         | the same way as drugs?
        
           | arbitrage wrote:
           | No.
        
         | motohagiography wrote:
         | This is an important description, as when you think of a
         | chemical creating impairment, it is essentially adding noise to
         | signals in your brain, and a lot of the geometric and fractal
         | artifacts we see resemble noise artifacts you would get from
         | interfering with other analogue signals.
         | 
         | Given your brain takes sensory signal input and coheres it,
         | impairing that ability is going to create signals-based
         | feedback that is described in information theory and signal
         | processing, which if there is any periodic sampling going on on
         | the coherance layer, you're going to get shape artifacts that
         | are a function of that period. It's essentially 1/f noise and
         | the experience of "more" information in a hallucinatory state
         | is really just noisy information, like feedback on a TV. (It
         | implies your brain has a clock cycle, and probably something
         | like an NTP service.)
         | 
         | Imagine your TV had worked perfectly for your entire life and
         | the first time you experienced its signal was bad, but you
         | didn't realize there was a world in which that signal could not
         | exist, so it would be totally mind blowing and you might
         | experience it as a rift in reality. It would demand the
         | question, if the people on TV aren't the substrate of our
         | shared reality, and they are only representations transmitted
         | by signals our minds are cohering, what else isn't necessarily
         | real?
         | 
         | You'd tell other people that you had an experience where there
         | is something else, a true substrate of reality where the
         | televisions weren't coherent and real, which seems impossible,
         | but if you've experienced it, you know. Suddenly, the
         | televisions and they things they say are fallible, but there is
         | still a you without them, and one that is not bound to the
         | identity you see reflected in what they broadcast and tell you,
         | because when the TV signal fed back on itself or echoed with
         | delay, now you know there is something behind it all. It seems
         | profound, but it's really just the first time your TV didn't
         | work because something had impaired the signal. This is what I
         | think hallucinogens are: noise on your sensory channels that
         | reminds you the signals you use to cohere your experience exist
         | in a substrate, which is just a mundane fact and necessarily
         | physically true, and "you" are more than what your manage to
         | cohere into a narrative from your sensory input. Some people
         | believe a substrate or perception of something "else" is
         | inconcievable because they have never experienced jitter in
         | their coherence cycles, and once you do it seems like a really
         | big deal, but really, it's not, and most of us just go back to
         | chopping wood and carrying water.
        
           | bts327 wrote:
           | Just an amazing comment. As someone who has experienced
           | profound states of psychedelia, and having consumed vast
           | amounts of data pertaining to such experiences, yours may be
           | the most unique and original commentary regarding the topic
           | that I've seen yet. Bravo, and I'll certainly be returning to
           | this comment at a later time and date.
        
           | singingfish wrote:
           | Creating noise in the brain that the nervous system then
           | makes sense of. Interesting theory.
           | 
           | Now if I put my mystical hippie hat on I'm going to ask you
           | what you think noise is? Personally I think it's some
           | fundamental property of the universe.
        
           | saiya-jin wrote:
           | For me the (rather strong) trips from mushrooms showed me how
           | some part of the brain (not sure which one though) is very
           | good at interpolating bits and pieces of reality when there
           | is no longer strong coming in via our senses. Its a blurry
           | picture of reality, but the blur isn't the loss of detail but
           | rather its fractalization (which in the end is the opposite
           | of it).
           | 
           | The harder the trip the less real-world signal and more
           | brains's interpolation. We all have highly unique brains so
           | although the principles are the same (fractals in visual and
           | in mind, strange colors, mixing senses etc.) we all have such
           | a unique take on it.
           | 
           | And since the same brain is just guessing and smoothing
           | input, and the one processing the guesses, its guesses are so
           | 'self-compatible' that it can literally make its own feedback
           | loops (I had it multiple times, when tripping with closed
           | eyes I began wandering further and further away on a very
           | consistent interconnected trip).
           | 
           | Its so strange. I can remember those trips so well, but the
           | 'enhanced' version of it is simply too vast for my normal
           | brain to grok. Just partial projections like 3d into 2d that
           | don't give full picture or don't make much sense.
        
           | andrekandre wrote:
           | and once you do it seems like a really big deal, but really,
           | it's not
           | 
           | do you mean to say "its not a big deal" or "its ends up not
           | being a big deal to most people" ?
           | 
           | it was a little ambiguius to me what was being implied...
        
             | motohagiography wrote:
             | It's that the discovery that our personal coherence and
             | experience is very narrow, is very jarring when we haven't
             | experienced it before and haven't developed cognitive tools
             | to manage that. It's like discovering that from some other
             | perspective that exists in the substrate, it's likely that
             | your entire experience of the world is as bounded and low-
             | entropy as a drawing or a song. If the sudden apprehension
             | that we may be this absurd isn't belly laugh funny, I am
             | confident that someone else especially finds this fact of
             | us not finding it funny even funnier. There's nothing we
             | can do about it, so you just appreciate it for what it is,
             | relieve suffering where you can, and be excited about what
             | else you couldn't have known.
        
               | patcon wrote:
               | > it's likely that your entire experience of the world is
               | as bounded and low-entropy as a drawing or a song
               | 
               | YES. I've been following some threads related to the
               | Leiden Theory of Language, which basically proposes that
               | human minds differ from other creatures' right now mostly
               | because we're an advanced semiotic organism that has
               | carved out and evolved an ecological niche _inside_ of an
               | specific area of a biological host organism: the human
               | mind. Basically, the mundane world we live every day is
               | not so dissimilar from the one we imagine as an
               | otherworldly future where we might become cyborgs of tech
               | and biology... but we 're ALREADY an organic cyborg of
               | language/semiotics and biology. As in, shit is already
               | weird, we just can't recognize the weirdness so well.
               | Perhaps our fellow travellers (other animals) see us best
               | for what we are.
               | 
               | Anyhow, re: drawings/songs. Through this distorted lens,
               | I've been trying to see the way that our stories and
               | narratives are in some ways like our children. I'm trying
               | to see humans as being more like songs or drawings than
               | we care to admit. Or rather, I'm noticing that we find
               | these other things more "disposable" and we feel less
               | kinship with them when they're persisting in various non-
               | human substrates. We don't mourn their loss as fiercely
               | as the loss of a semiotic-biological cyborg that is
               | wrapped inside another human. But that's just our own
               | bias. Maybe some of these lost narratives and semiotic
               | systems deserve to be mourned just as much. Maybe we
               | should be just as sad for the loss of groups of meaning
               | and narrative (other cultures), but we're just not hard-
               | coded to sense it as well...
               | 
               | And really vibing with your use of the word "substrate"
               | btw.
        
           | golergka wrote:
           | It's all the more interesting because consciousness itself is
           | often described as a consequence of a sensory loop on the
           | brain. The book "I am a strange a loop" goes into detail
           | about this theory.
        
           | patcon wrote:
           | This is a really wonderful comment and i find it very
           | thought-provoking.
           | 
           | I haven't had much in the way of trips, but it resonates a
           | ton with my own emerging understanding of base-reality, if i
           | can call it that
        
         | dr_dshiv wrote:
         | I thought Shannon entropy described the amount of information
         | content in a message; its uncertainty or surprise. Why would it
         | be noise?
        
           | sritchie wrote:
           | Adding one random bit increases the entropy by a bit because
           | there are now two possible messages - your message with a 0
           | or with a 1. Add a bunch of noise and you add a bunch of
           | bits; entropy is average bits per message.
        
           | Animats wrote:
           | See Shannon's original paper, "Communication in the presence
           | of noise".[1] In that view, where the goal is to reproduce
           | the original signal, noise and information are not
           | distinguished, because they look the same on the channel.
           | Both "increase the fractal dimension". Adding noise will make
           | a lossless compression of something much larger. Go add some
           | noise to a simple picture in Photoshop, then export in some
           | lossless compressed format, like .png.
           | 
           | Now, _lossy_ compression algorithms, such as JPEG, MP3, and
           | almost all video compressors, are different. They have some
           | model of what the content is  "supposed to be like", and fit
           | to that model. This works badly for content that does not fit
           | the model, such as the mess JPEG makes of hard edges.
           | 
           | The original author referenced Shannon. The tests he's
           | running use signals from which he cannot extract meaning, so
           | he can only extract the statistics you can compute from a
           | signal you do not understand. There are other tests for "is
           | it signal or is it noise" - looking at the spectrum,
           | autocorrelation to look for repetition (they did some of
           | that), correlation with other signals, and such - but
           | "fractal dimension" isn't one of them.
           | 
           | [1] https://course.ccs.neu.edu/csg250/ShannonNoise.pdf
        
         | TenJack wrote:
         | Interesting. What do you mean by zip file?
        
           | Animats wrote:
           | Lempel-Ziv compression is used by some file compression
           | utilities.[1] The ratio of original size to compressed size
           | is essentially the Lempel-Ziv complexity. If you compress a
           | file of AAAAAAAA..., you will get a very small file, and a
           | low complexity. If you compress a file of random numbers, the
           | file will not compress much, if at all, and you get a high
           | complexity.
           | 
           | "Lempel-Ziv complexity is the number of different sub-strings
           | (or sub-words) encountered as the binary sequence is viewed
           | as a stream (from left to right)"[2] This leads to a
           | compression algorithm.
           | 
           | [1] https://en.wikipedia.org/wiki/Lempel%E2%80%93Ziv%E2%80%93
           | Wel...
           | 
           | [2] https://en.wikipedia.org/wiki/Lempel-Ziv_complexity
        
         | Gravityloss wrote:
         | You can look at the EEG spectrogram or calculate its spectral
         | entropy. When you think hard, it resembles white noise and has
         | high entropy. If you close your eyes and relax, it gets more
         | regular and entropy goes down. I've done this myself. And we've
         | known about alpha and delta waves etc for more than a century.
         | When you fall asleep, the signal goes more towards a sine wave,
         | ie less entropy.
         | 
         | Many of these complexity or information content metrics work in
         | similar ways. You can even turn EEG recordings from medical
         | operations with anesthesia to a sound and listen to them. The
         | frequencies are of course very low so you must speed it up. You
         | can clearly say when the person fell asleep. A waterfall turns
         | into a hum.
         | 
         | It makes sense, if you're making measurements of a complex
         | system, of course white noise like results are more probable if
         | there's actually something significant going on, than a simple
         | sine wave. Or picture the modem calling sound. The low data
         | rates are simple waves but the high data rate resembles white
         | noise.
        
       | edem wrote:
       | Can someone explain this in plain English? What's this fractal
       | structure about? And what's critical state?
        
       | voldacar wrote:
       | To increase the "fractal dimension" of anything, just EQ up the
       | high frequency components. White noise has great fractal
       | dimension, lol
       | 
       | Can't wait for this to be on joe rogan
        
       | booerino wrote:
       | I like LSD quite a lot but have a hard time talking about it. I
       | find it kind of highly embarrassing for some reason. Afraid of
       | being judged a freak (I look and act pretty odd, but it's not
       | because of LSD).
       | 
       | I am baffled how open some people are. I guess this is the curse
       | of having conservative family you'd not like to upset.
        
         | mikelevins wrote:
         | There's some amount of social stigma associated with LSD and
         | other psychedelics, but it seems to have faded away quite a bit
         | since I used it in the late 1970s. Back then, and for some
         | years afterward, the stigma was pretty strong. Admitting that
         | you had used psychedelics was tantamount to admitting that you
         | were crazy and possibly dangerous in many social circles.
         | Thankfully, that doesn't seem to be so much the case anymore.
         | 
         | I've personally never minded admitting that I used psychedelics
         | in the late 70s, but at that time I was accustomed to be seen
         | as a weirdo and an outsider. Indeed, I was so accustomed to it
         | that I didn't even realize that's what was happening. I didn't
         | find out what it was like to be treated as someone ordinary
         | until I took a job with Apple and moved to the SF Bay Area.
         | 
         | I liked LSD and other psychedelics a lot in the late 70s, and
         | used them a lot--enough to find out how often I could take them
         | without tolerance reducing their effects noticeably. I gave up
         | psychedelics and pretty much all other mind-altering substances
         | in the first half of the 1980s. I never liked anything other
         | than psychedelics as much as I liked them.
         | 
         | Of the other substances I experimented with, I liked cannabis
         | best, but I gave it up, too. The best reason I can articulate
         | is that I was no longer getting anything new from them and, as
         | the fellow said, when you've gotten the message, it's time to
         | hang up the phone.
         | 
         | I do still drink the odd glass of whiskey or port or champagne
         | once or twice a year, but that's because I like the sensations
         | of drinking them. I try to avoid drinking enough to get tipsy.
         | 
         | I never cared all that much for drugs that are supposed to make
         | you feel good.
        
       | akomtu wrote:
       | LSD also increases activity of that fractal dimension.
        
       | [deleted]
        
       | jb775 wrote:
       | There's a company called MindMed that's doing clinical trials
       | with Psilocybin/LSD/MDMA and finding that micro-dosing has really
       | positive benefits on human disorders linked to the brain
       | (depression, PTSD, etc). Could be huge to harness the power of
       | these drugs for the benefit of humanity.
        
       | nabla9 wrote:
       | Here is interesting study lecture and article, maybe somewhat
       | related.
       | 
       | The Geometry and objects of things you see in typical to DMT
       | experiences are hyperbolic.
       | 
       | Lecture https://www.youtube.com/watch?v=loCBvaj4eSg
       | 
       | The Hyperbolic Geometry of DMT Experiences: Symmetries, Sheets,
       | and Saddled Scenes https://qualiacomputing.com/2016/12/12/the-
       | hyperbolic-geomet...
        
         | virtualritz wrote:
         | Very interesting indeed. Thank you for sharing.
         | 
         | Why on Earth is this being downvoted?
        
           | fogof wrote:
           | Well, I'm not a downvoter, but I would disagree with the idea
           | that this is related to the OP. OP is looking at mathematical
           | properties of informational structure of brain scans, whereas
           | this is just describing what people see when they trip.
           | There's no reason the geometry of what you hallucinate should
           | be related to the geometry of cortical activity while you see
           | it.
        
         | anigbrowl wrote:
         | You should consider submitting that second link as its own
         | story. Excellent content.
        
       | throwaway64389 wrote:
       | Anecdata: I once took LSD and went on a bad trip.
       | 
       | I "discovered" that everything in the universe is fractal: space,
       | time and causality. Every microsecond of existence contains
       | within itself the whole existence of the universe and at the same
       | time each one of those 'temporal universes' contains other
       | temporal universes, every micrometer contains the whole space,
       | and every moment there are millions of decisions that take us to
       | the next 'frame', but the other decisions still exist and have
       | their own decision trees.
       | 
       | Also, we're all the same person or being.
       | 
       | Weird day.
        
         | tcmb wrote:
         | That sounds like a profound experience, would you say these
         | insights had any lasting impact on your life? And, if may ask,
         | in what way was it a bad trip? I once took LSD and was hoping
         | for that level of experience, but only got nice visual sfx and
         | some bad emotions later on.
        
           | swayvil wrote:
           | Consider that you're remarking on his takeaway here. The
           | "insights". The conceptual end-product of all that strange-
           | seeing.
           | 
           | But it's the strange-seeing that's the real feast.
        
           | throwaway64389 wrote:
           | I would say it has opened a door to different way of seeing
           | reality, and I can open that door whenever I want, but I
           | don't think it has changed any of the practical decisions
           | I've made.
           | 
           | It was a bad trip because the fractal nature of time implies
           | that your life repeats itself infinitely many times (probably
           | with the exact same details). You can never rest, it's all an
           | infinite loop, and that idea made me extremely distressed,
           | like this fractal nature was some sort of punishment or
           | permanent purgatory.
        
             | pmoriarty wrote:
             | _" It was a bad trip because the fractal nature of time
             | implies that your life repeats itself infinitely many times
             | (probably with the exact same details)."_
             | 
             | This echoes Nietzsche's idea of the Eternal Recurrence of
             | the Same, which he thought would in fact be terrifying to
             | the ordinary man, but the overman could live their life in
             | such a way that the infinite repetition would be fully and
             | unreservedly welcome.
        
         | ketamine__ wrote:
         | I find these experiences like a video game. And since I have to
         | take ketamine for my depression it sometimes provides
         | entertainment to distract me from the other side-effects.
        
         | okareaman wrote:
         | Somewhat similar: Based on the fact that if you break a
         | holographic picture in half then the two halves show a fainter
         | representation of the whole and not a left and right portion, I
         | imagined we each contain the whole mind of god, but a faint
         | representation of it, since we are only a part of the whole.
         | 
         | https://www.litiholo.com/blog/2019/10/11/what-happens-when-y...
        
         | noja wrote:
         | I think this is the way your brain decides things: by replaying
         | events slightly differently, and choosing the best option.
         | 
         | And if that is the way the brain works, then that is the way
         | you would make sense of the world.
        
         | jerrygoyal wrote:
         | somewhat related to your second point
         | https://youtu.be/h6fcK_fRYaI (egg theory)
        
         | gerdesj wrote:
         | You mention microseconds and micometers. Those are on the scale
         | of the edge of our various human senses.
         | 
         | Now, your quantum thingies happen on the scale of the Planck
         | constant. I've just asked Google what h is and I got this
         | beast:
         | 
         | 6.62607004 x 10^-34 m^2 kg / s
         | 
         | Note the mixed suffixes and the silly precision for a web
         | search result. I'm not a mathematician. If I was a physicist or
         | chemist or whatever doing calcs for real, I probably wouldn't
         | use Google to look up the latest result. I'd quote a paper. So
         | 6.63 is more than enough for the number in a search result.
         | 
         | Units: metres squared kilograms per second. The notation for
         | the number is different to the notation for the unit, so we can
         | conclude that Mr Google is a bit slack. The number is given
         | with negative exponent notation and the units with slash
         | notation.
         | 
         | OK, so Google is a bit crap.
         | 
         | Back to my thesis: Your trippy self needs to really get to
         | grips with the fabric of reality. That fabric is far more
         | fantastic and granular than you have experienced so far on LSD.
         | 
         | You carved things up into 10^-3 (micro) when you stuffed some
         | pretty funky drugs into your bloodstream. Mr Planck has shown
         | that you need to worry about 10^-34 if you are going to really
         | get to grips with the fabric of reality. You'll need quite a
         | large lab and some decent funding .... or a bit more
         | imagination.
         | 
         | Good luck.
        
         | gremlinsinc wrote:
         | I've noticed ... changes to existing facts in reality that
         | shouldn't change. No, it wasn't bad memory. I have a bad
         | memory, but when it's something I'm hyper (adhd) obsessively
         | focused on, and then it changes within 3 days, that is
         | different than a mis-remembered childhood spelling like
         | Berenstein/Berenstain Bears.
         | 
         | I'm agnostic (exmormon), I think God(s) are narcissistic man-
         | king-modeled control structures. However after experience
         | reality shift -- all without any drug use... I've become
         | somewhat "spiritual" in a sense, in that I feel there's a lot
         | more to everything than I ever imagined.
         | 
         | Simulation theory is my strongest belief, but secondary would
         | be entropic multiverses colliding when they have no more room
         | to split into new universes.
         | 
         | Scientifically, I find the Cosmological Axis of Evil quite odd
         | that it puts our solar system somehow "central" to the universe
         | (on one axis), from a simulation perspective you could argue
         | the simulation renders what's needed and started here on out.
         | 
         | Anyhow, i've been going down rabbit holes on "occult" wisdom
         | trying to see if there's a way to actually change reality by
         | one's accord. So far dead ends (or I haven't gone far enough
         | yet to reach "enlightenment"), most promising idea is
         | meditation (silencing brain completely) might open some
         | "conduit" to learn from the universe or make changes, or both.
         | 
         | Looking at toltec (/r/castaneda), spiritual subs, buddhist,
         | hindu, etc... that's the one common thread: quiet the mind.
         | Learn to meditate. Lucid dreams may help. Astral Projections
         | could help. I guess in other words train your brain to find
         | some of the same things LSD brings organically without the need
         | for drugs. Probably healthier that way, but it's a long
         | process.
         | 
         | There is a big benefit though in working on meditation
         | practices: anxiety goes way down. That's nice after last year.
         | I've had panic attacks, etc. So, I guess if I figure shit out
         | or not, there's at least a benefit for trying.
        
         | throwaway726665 wrote:
         | Had the same exact experience a year ago on my first trip.
         | 
         | We're all the same person = experiencing one-ness/ego death.
         | 
         | For a lot of people it adds magic into their lives. For my
         | materialist mind, not as much. Just confusion.
         | 
         | I think it gave me what Jordan Peterson calls ontological
         | shock. Having OCD doesn't help since I now obsess about it and
         | I also suspect it made me feel derealized.
        
         | skindoe wrote:
         | Welcome to what mystics from the west and east have been saying
         | for thousands of years.
        
         | rantwasp wrote:
         | http://galactanet.com/oneoff/theegg_mod.html
        
         | romesmoke wrote:
         | >Also, we're all the same person or being. > >Weird day.
         | 
         | Not that weird according to Alan Watts' "Book" AKA "On the
         | Taboo Against Knowing Who You Are". This is the main tenet, and
         | it can briefly be described as a God who plays hide n' seek
         | with Godself.
        
         | fastball wrote:
         | Sounds like a fantastic trip.
        
         | Applejinx wrote:
         | What did you do next? :)
        
         | thebas wrote:
         | I find this description quite unsettling because it is so
         | common. I experienced it myself after trying magic mushroom: We
         | are all one being(we call it the universe), it's consciousness
         | subdivided between us all in order to escape it's solitude. It
         | was scary at the time believing this sad possibility. I'm not
         | so sure but the thought remains. Also follows: whatever you do
         | to me you will be experiencing it.
        
           | Apocryphon wrote:
           | Is it common because it's some sort of profound mystic
           | realization, or just an expected replicable biochemical
           | reaction?
           | 
           | One can experience fractal sensations from a strong cannabis
           | high, are psychedelic ones any qualitatively different? Maybe
           | that's just the way our minds are supposed to bend.
        
           | sammalloy wrote:
           | > I find this description quite unsettling because it is so
           | common.
           | 
           | More importantly, the description isn't just found in trip
           | reports. It's found throughout history, in reports of people
           | who have had what are called peak experiences, sometimes
           | involving trauma. There are many stories of prisoners in the
           | literature, for example, who come to the realization that
           | both the jailer and the jailed are the same.
           | 
           | Jack Kornfield is one of many who is famous for relating the
           | story about how the person being tortured suddenly observes
           | that the person torturing them is the same entity. I believe
           | there are also many reports from concentration camps coming
           | to the same conclusion. It's difficult for us to admit this,
           | because normal waking consciousness would have us sort things
           | into us and them, but there is a level of perception that one
           | can reach, where the interconnectedness of all things is
           | seen.
           | 
           | Many people tend to toss these things into religion or
           | spirituality, but there's nothing supernatural about it at
           | all, it's a biological and ecological reality. The question,
           | however, that doesn't go away, is why are these peak
           | experiences trying to communicate the same or similar
           | ultimate truths to us, truths that seem to contradict and
           | oppose the conditioning and programming of our dominant
           | culture, which tells us we are separate from each other and
           | should be fearful, aggressive, and violent.
        
             | gherkinnn wrote:
             | > Many people tend to toss these things into religion or
             | spirituality
             | 
             | It is a shame that interesting and/or valuable aspects of
             | our lives are held hostage by (what I see as) irritating
             | cults.
        
               | tcmb wrote:
               | I would call spirituality in general the 'mapping' of
               | these spaces, descriptions of the way to get there and
               | navigate them, and the preservation of accounts of people
               | who've visited them.
               | 
               | A religion, as I see it, is already focused on one
               | particular version of the map. This can be fine, for
               | example if the particular path is especially compatible
               | with the rest of the culture that's around it. It starts
               | being problematic once it discredits other versions and
               | accounts. Irritating cults is what it becomes when it
               | gets further warped by ego concerns and
               | misinterpretations.
        
             | gremlinsinc wrote:
             | I'm an atheist (post-mormon) but I do consider it
             | "spiritual" but I hate religion, so I don't group it in
             | there, but I've been having some sort of "awakening" ...
             | I'm not fully atheist though I guess, I could sign on to us
             | all being one consciousness re-living until we experience
             | them all, or just multiple consciousnesses that somehow
             | floated through space and got attached to this earth...
             | 
             | Something something... I can buy an afterlife, just don't
             | buy there's a God, at least not one like any worshiped on
             | earth, they all resemble kings too closely, and are too
             | narcissistic. Enki might be the only exception, he was a
             | scientist - stood up for man, gave us knowledge, but
             | basically is as most scientists humble and could give a
             | rats ass about being worshipped, considers us just the
             | discovery channel. Keyword: Aloof.
             | 
             | Of course, that's just a myth. Still, my favorite
             | mythological character. Anyhow, tangent aside my point - is
             | no God, no need to worship. however if we're all each
             | other, and we are the universe, or part of it and it's all
             | different layers of conscious "agents" as Donald Hoffman
             | calls it, then I think maybe a religion based on that could
             | at least encourage fairness. One tenet : All are one, treat
             | all as you would yourself regardless of race, nationality,
             | religion, sexual orientation, etc.
             | 
             | Honestly, I see that as the penultimate human utopian
             | ideal, but I think as long as we give elitism roots, we'll
             | never get there, there's no room for elitism in a world
             | where all are equal.
        
             | roywiggins wrote:
             | The boring possibility is that humans have to self-generate
             | an ego- babies don't really know the difference between
             | themselves and other people, it's one of the recognized
             | developmental stages. So in unusual situations it's maybe
             | not surprising that that particular ability could get
             | disrupted, it might actually be quite fragile.
        
               | sammalloy wrote:
               | Agreed. This kind of ego dissolution starts to look like
               | philosophical panspychism if you stare at it long enough,
               | particularly when you read the reports of people
               | identifying with non-human animals, plants, and yes, even
               | rocks. At that point, there might be another mechanism at
               | work. If life and mind are just emergent properties of
               | organized and self-replicating matter, is it really crazy
               | (or juvenile) to look back and reflect on everything
               | around us and see it not as a discrete set of things, but
               | as one continuous form? Maybe the problem isn't what we
               | are experiencing, but how we think about it.
        
           | marosgrego wrote:
           | What is sad about it? It seems liberating to me.
        
             | jliptzin wrote:
             | Maybe it's sad if you routinely go around treating other
             | people like shit...
        
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