sebastianmonten / building-a-spiking-neural-network-from-scratch

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Make project more memory and computation efficient #12

Closed sebastianmonten closed 1 month ago

sebastianmonten commented 1 month ago

description:

currently the Nucleo-H743ZI2 board runs out of memory when input layer is 128x128 neurons. it is also too slow, see an example below:

Network shape: [16384, 3, 2]
Simulation run until 10000 neuron updates reached
Input frequency: 8600 spikes / second
Neuron computations: 5250 / second

dod:

a network with 128x128 as input layer can be uploaded and run on the nucleo board