A Neuromorphic Architecture for Object Recognition and Motion Anticipation Using Burst-STDP

Andrew Nere; Umberto Olcese; David Balduzzi; Giulio Tononi

doi:10.1371/journal.pone.0036958

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Peer-reviewed

Research Article

A Neuromorphic Architecture for Object Recognition and Motion Anticipation Using Burst-STDP

Andrew Nere ,

Contributed equally to this work with: Andrew Nere, Umberto Olcese

Affiliation Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
⨯
Umberto Olcese ,

Contributed equally to this work with: Andrew Nere, Umberto Olcese

Affiliations Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin, United States of America, Department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia, Genova, Italy
⨯
David Balduzzi,

Affiliation Department of Empirical Inference, Max Planck Institute for Intelligent Systems, Tubingen, Germany
⨯
Giulio Tononi

* E-mail: gtononi@wisc.edu

Affiliation Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin, United States of America
⨯

A Neuromorphic Architecture for Object Recognition and Motion Anticipation Using Burst-STDP

Andrew Nere,
Umberto Olcese,
David Balduzzi,
Giulio Tononi

Published: May 15, 2012
https://doi.org/10.1371/journal.pone.0036958

About the Authors

Andrew Nere

Contributed equally to this work with: Andrew Nere, Umberto Olcese

Affiliation Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, Wisconsin, United States of America

Umberto Olcese

Contributed equally to this work with: Andrew Nere, Umberto Olcese

Affiliations Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin, United States of America, Department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia, Genova, Italy

David Balduzzi

Affiliation Department of Empirical Inference, Max Planck Institute for Intelligent Systems, Tubingen, Germany

Giulio Tononi

* E-mail: gtononi@wisc.edu

Affiliation Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: AN UO DB GT. Performed the experiments: AN UO DB. Analyzed the data: AN UO. Contributed reagents/materials/analysis tools: DB. Wrote the paper: AN UO GT.

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