Mirrored STDP Implements Autoencoder Learning in a Network of Spiking Neurons

Kendra S. Burbank

doi:10.1371/journal.pcbi.1004566

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Open Access

Peer-reviewed

Research Article

Mirrored STDP Implements Autoencoder Learning in a Network of Spiking Neurons

Kendra S. Burbank

* E-mail: burbank@galton.uchicago.edu

Affiliation Department of Statistics, University of Chicago, Chicago, Illinois, United States of America
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Mirrored STDP Implements Autoencoder Learning in a Network of Spiking Neurons

Kendra S. Burbank

Published: December 3, 2015
https://doi.org/10.1371/journal.pcbi.1004566

About the Authors

Kendra S. Burbank

* E-mail: burbank@galton.uchicago.edu

Affiliation Department of Statistics, University of Chicago, Chicago, Illinois, United States of America

Competing Interests

The author has declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: KSB. Performed the experiments: KSB. Analyzed the data: KSB. Contributed reagents/materials/analysis tools: KSB. Wrote the paper: KSB.

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Neurons
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Neural networks
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Action potentials
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Machine learning
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Neuronal plasticity
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Synaptic plasticity
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Machine learning algorithms
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Synapses
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