4 citations · 6 across the 3 of their papers we have counts for
3 papers
Oscillations in Spurious States of the Associative Memory Model with Synaptic Depression
Shin Murata, Yosuke Otsubo, Kenji Nagata +1
The associative memory model is a typical neural network model, which can store discretely distributed fixed-point attractors as memory patterns. When the network stores the memory…
Influence of synaptic depression on memory storage capacity
Yosuke Otsubo, Kenji Nagata, Masafumi Oizumi +1
Synaptic efficacy between neurons is known to change within a short time scale dynamically. Neurophysiological experiments show that high-frequency presynaptic inputs decrease syna…
Instabilities in associative memory model with synaptic depression and switching phenomena among attractors
Yosuke Otsubo, Kenji Nagata, Masafumi Oizumi +1
We investigated how the stability of macroscopic states in the associative memory model is affected by synaptic depression. To this model, we applied the dynamical mean-field theor…