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pro vyhledávání: '"Cheng, Huzi"'
Autor:
Cheng, Huzi, Brown, Joshua W.
While error backpropagation (BP) has dominated the training of nearly all modern neural networks for a long time, it suffers from several biological plausibility issues such as the symmetric weight requirement and synchronous updates. Feedback Alignm
Externí odkaz:
http://arxiv.org/abs/2304.01406
Akademický článek
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Akademický článek
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Publikováno v:
BioRxiv : the preprint server for biology [bioRxiv] 2024 Feb 28. Date of Electronic Publication: 2024 Feb 28.
Autor:
Jas M; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA., Thorpe R; Department of Neuroscience, Brown University, Providence, RI, USA.; Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA., Tolley N; Department of Neuroscience, Brown University, Providence, RI, USA.; Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA., Bailey C; Department of Clinical Medicine, Aarhus University, Aarhus, Denmark., Brandt S; Department of Neuroscience, Brown University, Providence, RI, USA.; Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA., Caldwell B; Bassett Medical Center, Cooperstown, NY, USA., Cheng H; Department of Psychological and Brain Sciences, Indiana University Bloomington, Bloomington, IN, USA., Daniels D; Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA., Pujol CF; Department of Biomedical Engineering, University of Miami, Coral Gables, FL, USA., Khalil M; Department of Psychiatry and Behavioral Health, Penn State Milton S. Hershey Medical Center, Penn State College of Medicine, Hershey, PA, USA., Kanekar S; Warren Alpert Medical, Brown University, Providence, RI., Kohl C; Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA., Kolozsvári O; Department of Psychology, University of Jyväskylä, Jyväskylä, Finland.; Jyväskylä Centre for Interdisciplinary Brain Research, University of Jyväskylä, Jyväskylä, Finland., Lankinen K; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA.; Department of Radiology, Harvard Medical School, Boston, MA, USA., Loi K; Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA.; Department of Molecular and Cell Biology; Innovative Genomics Institute, University of California, Berkeley, Berkeley, CA, USA., Neymotin S; Center for Biomedical Imaging and Neuromodulation, Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, USA.; Department of Psychiatry, New York University Grossman School of Medicine, New York, NY, USA., Partani R; Department of Computer Science and Engineering, National Institute of Technology Karnataka, Karnataka, India., Pelah M; Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA.; Florida State University, Tallahassee, FL, USA., Rockhill A; Department of Human Physiology, University of Oregon, Eugene, OR, USA., Sherif M; Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA.; Rhode Island Hospital, Providence, RI, USA., Hamalainen M; Department of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland., Jones S; Department of Neuroscience, Brown University, Providence, RI, USA.; Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, USA.
Publikováno v:
Journal of open source software [J Open Source Softw] 2023; Vol. 8 (92). Date of Electronic Publication: 2023 Dec 15.