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Friedrich T Sommer
Friedrich T Sommer
Verified email at berkeley.edu - Homepage
Title
Cited by
Year
Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
CJ Kymn, S Mazelet, A Thomas, D Kleyko, EP Frady, FT Sommer, ...
arXiv preprint arXiv:2406.18808, 2024
2024
Visual odometry with neuromorphic resonator networks
A Renner, L Supic, A Danielescu, G Indiveri, EP Frady, FT Sommer, ...
Nature Machine Intelligence 6 (6), 653-663, 2024
12024
Neuromorphic visual scene understanding with resonator networks
L Supic, A Danielescu, G Indiveri, BA Olshausen, Y Sandamirskaya, ...
Nature Machine Intelligence 6 (6), 2024
2024
Neuromorphic visual scene understanding with resonator networks
A Renner, L Supic, A Danielescu, G Indiveri, BA Olshausen, ...
Nature Machine Intelligence 6 (6), 641-652, 2024
122024
News without the buzz: reading out weak theta rhythms in the hippocampus
G Agarwal, B Lustig, S Akera, E Pastalkova, AK Lee, FT Sommer
bioRxiv, 2023
2023
Computing with residue numbers in high-dimensional representation
CJ Kymn, D Kleyko, EP Frady, C Bybee, P Kanerva, FT Sommer, ...
ArXiv, 2023
42023
Efficient optimization with higher-order ising machines.
D Kleyko, D Nikonov, A Khosrowshahi, B Olshausen, C Bybee, F Sommer
Nature Communications 14 (1), 2023
2023
Efficient optimization with higher-order Ising machines
C Bybee, D Kleyko, DE Nikonov, A Khosrowshahi, BA Olshausen, ...
Nature Communications 14 (1), 6033, 2023
232023
Local interneurons in the murine visual thalamus have diverse receptive fields and can provide feature selective inhibition to relay cells
AS Gorin, Y Miao, S Ahn, V Suresh, Y Su, UM Ciftcioglu, FT Sommer, ...
bioRxiv, 2023.08. 10.549394, 2023
2023
Efficient decoding of compositional structure in holistic representations
D Kleyko, C Bybee, PC Huang, CJ Kymn, BA Olshausen, EP Frady, ...
Neural computation 35 (7), 1159-1186, 2023
112023
Learning and generalization of compositional representations of visual scenes
EP Frady, S Kent, Q Tran, P Kanerva, BA Olshausen, FT Sommer
arXiv preprint arXiv:2303.13691, 2023
62023
Learning and generalization of compositional representations of visual scenes
E Paxon Frady, S Kent, Q Tran, P Kanerva, BA Olshausen, FT Sommer
arXiv e-prints, arXiv: 2303.13691, 2023
2023
Perceptron theory can predict the accuracy of neural networks
D Kleyko, A Rosato, EP Frady, M Panella, FT Sommer
IEEE transactions on neural networks and learning systems, 2023
212023
Neuromorphic Hyperdimensional Visual Scene Factorization
G Indiveri, FT Sommer, L Supic, BA Olshausen, A Danielescu, ...
International conference on neuromorphic, natural and physical computing, 2023
2023
Vector symbolic architectures as a computing framework for emerging hardware
D Kleyko, M Davies, EP Frady, P Kanerva, SJ Kent, BA Olshausen, ...
Proceedings of the IEEE 110 (10), 1538-1571, 2022
962022
Efficient neuromorphic signal processing with resonator neurons
EP Frady, S Sanborn, SB Shrestha, DBD Rubin, G Orchard, FT Sommer, ...
Journal of Signal Processing Systems 94 (10), 917-927, 2022
142022
Neuromorphic visual odometry with resonator networks
A Renner, L Supic, A Danielescu, G Indiveri, EP Frady, FT Sommer, ...
arXiv preprint arXiv:2209.02000, 2022
62022
Neuromorphic Visual Odometry with Resonator Networks
L Supic, A Danielescu, G Indiveri, E Paxon Frady, FT Sommer, ...
arXiv e-prints, arXiv: 2209.02000, 2022
2022
Sparse vector binding on spiking neuromorphic hardware using synaptic delays
A Renner, Y Sandamirskaya, F Sommer, EP Frady
Proceedings of the International Conference on Neuromorphic Systems 2022, 1-5, 2022
102022
Cross-Frequency Coupling Increases Memory Capacity in Oscillatory Neural Networks
C Bybee, A Belsten, FT Sommer
arXiv preprint arXiv:2204.07163, 2022
2022
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Articles 1–20