2 papers
cs.LG2016
Recurrent Exponential-Family Harmoniums without Backprop-Through-Time
Joseph G. Makin, Benjamin K. Dichter, Philip N. Sabes
Exponential-family harmoniums (EFHs), which extend restricted Boltzmann machines (RBMs) from Bernoulli random variables to other exponential families (Welling et al., 2005), are ge…
cond-mat.dis-nn2011
An analysis of the emergence of adaptive Bayesian priors from Hebbian learning in a simple attractor network model
Timothy Verstynen, Philip N. Sabes
We have recently shown that the statistical properties of goal directed reaching in human subjects depends on recent experience in a way that is consistent with the presence of ada…