Friedrich T. Sommer

Also affiliated with Center for Theoretical Biological Physics, University of California, Berkeley

NeuroscienceEngineeringComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 17 papers. Top paper: “Consciousness is supported by near-critical slow cortical electrodynamics”.

Consciousness is supported by near-critical slow cortical electrodynamics

Proceedings of the National Academy of Sciences(2022)10.1073/pnas.2024455119

N/A

2.9DataRank · unranked

148 citations

Ioannis Pappas, Janna D Lendner, Joel Frohlich, Diego M. Mateos, Suresh Muthukumaraswamy +8 more

Variable Binding for Sparse Distributed Representations: Theory and Applications

IEEE Transactions on Neural Networks and Learning Systems(2021)10.1109/tnnls.2021.3105949

N/A

0DataRank · unranked

13 citations

Denis Kleyko, Friedrich T. Sommer, E. Paxon Frady

A Neural Network MCMC Sampler That Maximizes Proposal Entropy

Entropy(2021)10.3390/e23030269

N/A

0DataRank · unranked

9 citations

Yubei Chen, Friedrich T. Sommer, Zengyi Li

Vector Symbolic Architectures as a Computing Framework for Emerging Hardware

Proceedings of the IEEE(2022)10.1109/jproc.2022.3209104

N/A

0DataRank · unranked

77 citations

Mike Davies, Edward Paxon Frady, Pentti Kanerva, Spencer J. Kent, Bruno A. Olshausen +6 more

Efficient optimization with higher-order Ising machines

Nature Communications(2023)10.1038/s41467-023-41214-9

N/A

0DataRank · unranked

52 citations

Denis Kleyko, Dmitri E. Nikonov, Amir Khosrowshahi, Bruno A. Olshausen, Friedrich T. Sommer +1 more

Perceptron Theory Can Predict the Accuracy of Neural Networks

IEEE Transactions on Neural Networks and Learning Systems(2023)10.1109/tnnls.2023.3237381

N/A

0DataRank · unranked

18 citations

Antonello Rosato, Edward Paxon Frady, Massimo Panella, Friedrich T. Sommer, Denis Kleyko

Learning Energy-Based Models in High-Dimensional Spaces with Multiscale Denoising-Score Matching

Entropy(2023)10.3390/e25101367

N/A

0DataRank · unranked

13 citations

Yubei Chen, Friedrich T. Sommer, Zengyi Li

Efficient Decoding of Compositional Structure in Holistic Representations

Neural Computation(2023)10.1162/neco_a_01590

N/A

0DataRank · unranked

13 citations

Connor Bybee, Ping-Chen Huang, Christopher J. Kymn, Bruno A. Olshausen, E. Paxon Frady +2 more

Local interneurons in the murine visual thalamus have diverse receptive fields and can provide feature selective inhibition to relay cells

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.08.10.549394

N/A

0DataRank · unranked

3 citations

Yizhan Miao, Seo-Hee Ahn, Vandana Suresh, Yinan Su, Ulaş M. Çiftçioğlu +3 more

Computing with Residue Numbers in High-Dimensional Representation

arXiv (Cornell University)(2023)10.48550/arxiv.2311.04872

N/A

0DataRank · unranked

1 citations

Denis Kleyko, E. Paxon Frady, Connor Bybee, Pentti Kanerva, Friedrich T. Sommer +2 more

News without the buzz: reading out weak theta rhythms in the hippocampus

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.12.22.573160

N/A

0DataRank · unranked

1 citations

Brian Lustig, Seiji Akera, Eva Pastalkova, Albert K. Lee, Friedrich T. Sommer +1 more

Neuromorphic visual scene understanding with resonator networks

Nature Machine Intelligence(2024)10.1038/s42256-024-00848-0

N/A

0DataRank · unranked

19 citations

Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Bruno A. Olshausen, Yulia Sandamirskaya +3 more

Computing With Residue Numbers in High-Dimensional Representation

Neural Computation(2024)10.1162/neco_a_01723

N/A

0DataRank · unranked

10 citations

Denis Kleyko, E. Paxon Frady, Connor Bybee, Pentti Kanerva, Friedrich T. Sommer +2 more

Visual odometry with neuromorphic resonator networks

Nature Machine Intelligence(2024)10.1038/s42256-024-00846-2

N/A

0DataRank · unranked

10 citations

Lazar Supic, Andreea Danielescu, Giacomo Indiveri, E. Paxon Frady, Friedrich T. Sommer +2 more

Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps

PubMed(2024)10.52202/079017-1235

N/A

0DataRank · unranked

3 citations

Sonia Mazelet, Anthony Thomas, Denis Kleyko, E. Paxon Frady, Friedrich T. Sommer +2 more

Cellular Automata Can Reduce Memory Requirements of Collective-State Computing

IEEE Transactions on Neural Networks and Learning Systems(2020)10.1109/tnnls.2021.3119543

N/A

0DataRank · unranked

18 citations

E. Paxon Frady, Friedrich T. Sommer, Denis Kleyko

Principled neuromorphic reservoir computing

Nature Communications(2025)10.1038/s41467-025-55832-y

N/A

0DataRank · unranked

12 citations

Christopher J. Kymn, Anthony Thomas, Bruno A. Olshausen, Friedrich T. Sommer, E. Paxon Frady +1 more