Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems

Yassin Khalifa, Justin Hawks, Ervin Sejdic

Recent advances in neuroscience have revealed many principles about neural processing. In particular, many biological systems were found to reconfigure/recruit single neurons to ge…