Neuroscience-inspired online unsupervised learning algorithms

5 Aug 2019Cengiz PehlevanDmitri B. Chklovskii

Although the currently popular deep learning networks achieve unprecedented performance on some tasks, the human brain still has a monopoly on general intelligence. Motivated by this and biological implausibility of deep learning networks, we developed a family of biologically plausible artificial neural networks (NNs) for unsupervised learning... (read more)

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