247 citations · 967 across the 25 of their papers we have counts for
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cond-mat.dis-nn2018★ 1 cited
Statistical Neurodynamics of Deep Networks: Geometry of Signal Spaces
Shun-ichi Amari, Ryo Karakida, Masafumi Oizumi
Statistical neurodynamics studies macroscopic behaviors of randomly connected neural networks. We consider a deep layered feedforward network where input signals are processed laye…
cond-mat.dis-nn2015★ 5 cited
Spontaneous Motion on Two-dimensional Continuous Attractors
C. C. Alan Fung, S. -I. Amari
Attractor models are simplified models used to describe the dynamics of firing rate profiles of a pool of neurons. The firing rate profile, or the neuronal activity, is thought to…