Daniel Zimmermann

NaturalNets: Simplified Biological Neural Networks for Learning Complex Tasks

We present a new neural network architecture, called NaturalNet, which uses a simplified biological neuron model and consists of a set of nonlinear ordinary differential equations. We model the membrane potential of each neuron by integrating the in-flowing currents, but we do not consider ion chann…