Learning dynamic Boltzmann machines with spike-timing dependent plasticity

Takayuki Osogami, Makoto Otsuka

We propose a particularly structured Boltzmann machine, which we refer to as a dynamic Boltzmann machine (DyBM), as a stochastic model of a multi-dimensional time-series. The DyBM…