Going Beyond the Point Neuron: Active Dendrites and Sparse Representations for Continual Learning

Discusses how classical neural networks obsess over the neuron and its connection forward while Numenta cortical models also aim to rely on dendrites and axons.

Relying on yet more "point neurons" to create very deep neural networks approximates what dendric connections do.