Efficient multi-scale representation of visual objects using a biologically plausible spike-latency code and winner-take-all inhibition

Melani Sanchez-Garcia, Tushar Chauhan, Benoit R. Cottereau +1

Deep neural networks have surpassed human performance in key visual challenges such as object recognition, but require a large amount of energy, computation, and memory. In contras…