[HN Gopher] A robust, open-source framework for Spiking Neural N...
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       A robust, open-source framework for Spiking Neural Networks on low-
       end FPGAs
        
       Author : PaulHoule
       Score  : 26 points
       Date   : 2025-08-04 19:36 UTC (4 days ago)
        
 (HTM) web link (arxiv.org)
 (TXT) w3m dump (arxiv.org)
        
       | kingstnap wrote:
       | I don't understand the point of spiking in the context of
       | computer hardware.
       | 
       | Your energy costs are a function of activity factor. Which is how
       | many 0 to 1 transitions you have.
       | 
       | If you wanted to be efficient, the correct thing to do is have
       | most voltages remain unchanged.
       | 
       | What makes more sense to me is something like mixture of experts
       | routing but you only update the activated experts. Stock fish
       | does something similar with partial updating NN for board
       | positions.
        
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       (page generated 2025-08-08 23:00 UTC)