Decoding spiking motifs using neurons with heterogeneous delays
[2022-07-01] AREADNE 2022 conference
Spiking Neural Networks
From frame-based to event-based cameras.
A raster plot..
.. as a mixture of motifs
… defined as list of weights and delays..
occurring from a new raster plot..
Learned heterogeneous weights
Heterogeneous delays as convolution kernels.
Mask applied on the weights.
Scatter of ON versus OFF weights.
Stable accuracy while pruning ~99% weights.
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