Balanced Excitation and Inhibition are Required for High-Capacity, Noise-Robust Neuronal Selectivity

Ran Rubin, L. F. Abbott, Haim Sompolinsky

Neurons and networks in the cerebral cortex must operate reliably despite multiple sources of noise. To evaluate the impact of both input and output noise, we determine the robustn…