Friedrich T. Sommer

Affiliations: 
University of California, Berkeley, Berkeley, CA, United States 
Area:
Memory, Sensory systems
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"Friedrich Sommer"
Mean distance: 13.23 (cluster 17)
 
SNBCP

Children

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Helen Kang research assistant 2019- UC Berkeley
Evan C. Ehrenberg research assistant 2008-2010 Redwood Center for Theoretical Neuroscience, UC Berkeley
Ulas Ciftcioglu grad student UC Berkeley
Marie Tolkiehn grad student Imperial College
Guy Isely grad student 2010- UC Berkeley
Sean Mackesey grad student 2016- UC Berkeley
Daniel Toker grad student 2017- UC Berkeley
Zengyi Li grad student 2019- UC Berkeley
William Coulter grad student 2008-2010 UC Berkeley
Vishal Vaingankar grad student 2005-2011 USC
Joseph Goldbeck grad student 2011-2012 UC Berkeley
Daniel Y. Little grad student 2009-2013 UC Berkeley
Chris Warner grad student 2015-2019 UC Berkeley
Kilian Koepsell post-doc UC Berkeley
Martin Rehn post-doc 2006-2009 UC Berkeley
Gianluca Monaci post-doc 2008-2010 UC Berkeley
Gautam Agarwal post-doc 2011-2014 UC Berkeley
Edward Paxon Frady post-doc 2017-2019 UC Berkeley

Collaborators

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Sen Cheng collaborator UCSF
Judith A. Hirsch collaborator USC
Rolf Kötter collaborator University Düsseldorf
Thomas Wennekers collaborator University of Ulm
Yubei Chen collaborator 2017- UC Berkeley
Alexis Sara Gorin collaborator 2014-2022 UC Berkeley
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Publications

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Agarwal G, Lustig B, Akera S, et al. (2023) News without the buzz: reading out weak theta rhythms in the hippocampus. Biorxiv : the Preprint Server For Biology
Kymn CJ, Kleyko D, Frady EP, et al. (2023) Computing with Residue Numbers in High-Dimensional Representation. Arxiv
Li Z, Chen Y, Sommer FT. (2023) Learning Energy-Based Models in High-Dimensional Spaces with Multiscale Denoising-Score Matching. Entropy (Basel, Switzerland). 25
Bybee C, Kleyko D, Nikonov DE, et al. (2023) Efficient optimization with higher-order ising machines. Nature Communications. 14: 6033
Gorin AS, Miao Y, Ahn S, et al. (2023) Local interneurons in the murine visual thalamus have diverse receptive fields and can provide feature selective inhibition to relay cells. Biorxiv : the Preprint Server For Biology
Kleyko D, Bybee C, Huang PC, et al. (2023) Efficient Decoding of Compositional Structure in Holistic Representations. Neural Computation. 1-28
Kleyko D, Rosato A, Frady EP, et al. (2023) Perceptron Theory Can Predict the Accuracy of Neural Networks. Ieee Transactions On Neural Networks and Learning Systems
Kleyko D, Davies M, Frady EP, et al. (2022) Vector Symbolic Architectures as a Computing Framework for Emerging Hardware. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 110: 1538-1571
Toker D, Pappas I, Lendner JD, et al. (2022) Consciousness is supported by near-critical slow cortical electrodynamics. Proceedings of the National Academy of Sciences of the United States of America. 119
Kleyko D, Frady EP, Sommer FT. (2021) Cellular Automata Can Reduce Memory Requirements of Collective-State Computing. Ieee Transactions On Neural Networks and Learning Systems
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