17 citations · 51 across the 14 of their papers we have counts for
4 papers · 1 filter
Statistical mechanics of lossy compression using multilayer perceptrons
Kazushi Mimura, Masato Okada
Statistical mechanics is applied to lossy compression using multilayer perceptrons for unbiased Boolean messages. We utilize a tree-like committee machine (committee tree) and tree…
Generating functional analysis of CDMA detection dynamics
Kazushi Mimura, Masato Okada
We investigate the detection dynamics of the parallel interference canceller (PIC) for code-division multiple-access (CDMA) multiuser detection, applied to a randomly spread, fully…
Short-term Synaptic Depression Improves Error-correcting Ability in Cortical Circuits
Narihisa Matsumoto, Daisuke Ide, Masataka Watanabe +1
Synaptic connections are known to change dynamically. High-frequency presynaptic inputs induce decrease of synaptic weights. This process is known as short-term synaptic depression…
Search for optimal measure for discriminating spike trains with different randomness
K. Miura, M. Okada, S. Shinomoto
We wish to discriminate spike sequences based on the degree of irregularity. For this purpose, we search for a rational expressions of quadratic functions of consecutive interspike…