291 citations · 385 across the 16 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
cs.LG2015★ 15 cited
Bidirectional Helmholtz Machines
Jorg Bornschein, Samira Shabanian, Asja Fischer +1
Efficient unsupervised training and inference in deep generative models remains a challenging problem. One basic approach, called Helmholtz machine, involves training a top-down di…
cs.LG2015★ 291 cited
Towards Biologically Plausible Deep Learning
Yoshua Bengio, Dong-Hyun Lee, Jorg Bornschein +2
Neuroscientists have long criticised deep learning algorithms as incompatible with current knowledge of neurobiology. We explore more biologically plausible versions of deep repres…