Approximating nonlinear functions with latent boundaries in low-rank excitatory-inhibitory spiking networks

William F. Podlaski, Christian K. Machens

Deep feedforward and recurrent rate-based neural networks have become successful functional models of the brain, but they neglect obvious biological details such as spikes and Dale…