Mirrored STDP Implements Autoencoder Learning in a Network of Spiking Neurons.
The autoencoder algorithm is a simple but powerful unsupervised method for training neural networks. Autoencoder networks can learn sparse distributed codes similar to those seen in cortical sensory areas such as visual area V1, but they can also be stacked to learn increasingly abstract representat...
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2015-12-01
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| Series: | PLoS Computational Biology |
| Online Access: | http://europepmc.org/articles/PMC4669146?pdf=render |