25 citations · 62 across the 12 of their papers we have counts for
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cs.CV2023
An Inherent Trade-Off in Noisy Neural Communication with Rank-Order Coding
Ibrahim Alsolami, Tomoki Fukai
Rank-order coding, a form of temporal coding, has emerged as a promising scheme to explain the rapid ability of the mammalian brain. Owing to its speed as well as efficiency, rank-…
cs.NE2023★ 1 cited
Simplicial Hopfield networks
Thomas F Burns, Tomoki Fukai
Hopfield networks are artificial neural networks which store memory patterns on the states of their neurons by choosing recurrent connection weights and update rules such that the…
cs.LG2023
Goal-oriented inference of environment from redundant observations
Kazuki Takahashi, Tomoki Fukai, Yutaka Sakai +1
The agent learns to organize decision behavior to achieve a behavioral goal, such as reward maximization, and reinforcement learning is often used for this optimization. Learning a…