Friedrich T. Sommer
Affiliations: | University of California, Berkeley, Berkeley, CA, United States |
Area:
Memory, Sensory systemsGoogle:
"Friedrich Sommer"Mean distance: 13.23 (cluster 17) | S | N | B | C | P |
Parents
Sign in to add mentor| Guenther Palm | grad student | UC Berkeley | |
| Peter Dayan | post-doc | UC Berkeley |
Children
Sign in to add trainee| 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
Sign in to add collaborator| 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 |
BETA: Related publications
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Publications
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| Kleyko D, Kymn CJ, Thomas A, et al. (2025) Principled neuromorphic reservoir computing. Nature Communications. 16: 640 |
| Kymn CJ, Kleyko D, Frady EP, et al. (2024) Computing With Residue Numbers in High-Dimensional Representation. Neural Computation. 1-37 |
| Kymn CJ, Mazelet S, Thomas A, et al. (2024) Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps. Arxiv |
| 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 |