Covariant spiking neural networks | Jens Egholm Pedersen | 13 comments
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Covariant spiking neural networks | Jens Egholm Pedersen | 13 comments
We built spiking neural networks that outperform ANNs on event-based vision by initialising them with spatio-temporal receptive fields. And our theory-guided design beats naive approaches by 42%!The challenge: Neuromorphic computing promises many orders of magnitude energy savings by "lowering computation into physics." But we lack theories to ...
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