| Year |
Citation |
Score |
| 2024 |
Kymn CJ, Kleyko D, Frady EP, Bybee C, Kanerva P, Sommer FT, Olshausen BA. Computing With Residue Numbers in High-Dimensional Representation. Neural Computation. 1-37. PMID 39556514 DOI: 10.1162/neco_a_01723 |
0.589 |
|
| 2024 |
Kymn CJ, Mazelet S, Thomas A, Kleyko D, Frady EP, Sommer FT, Olshausen BA. Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps. Arxiv. PMID 38979486 |
0.626 |
|
| 2023 |
Agarwal G, Lustig B, Akera S, Pastalkova E, Lee AK, Sommer FT. News without the buzz: reading out weak theta rhythms in the hippocampus. Biorxiv : the Preprint Server For Biology. PMID 38187593 DOI: 10.1101/2023.12.22.573160 |
0.502 |
|
| 2023 |
Kymn CJ, Kleyko D, Frady EP, Bybee C, Kanerva P, Sommer FT, Olshausen BA. Computing with Residue Numbers in High-Dimensional Representation. Arxiv. PMID 37986727 |
0.589 |
|
| 2023 |
Li Z, Chen Y, Sommer FT. Learning Energy-Based Models in High-Dimensional Spaces with Multiscale Denoising-Score Matching. Entropy (Basel, Switzerland). 25. PMID 37895489 DOI: 10.3390/e25101367 |
0.758 |
|
| 2023 |
Bybee C, Kleyko D, Nikonov DE, Khosrowshahi A, Olshausen BA, Sommer FT. Efficient optimization with higher-order ising machines. Nature Communications. 14: 6033. PMID 37758716 DOI: 10.1038/s41467-023-41214-9 |
0.541 |
|
| 2023 |
Gorin AS, Miao Y, Ahn S, Suresh V, Su Y, Ciftcioglu UM, Sommer FT, Hirsch JA. 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. PMID 37609295 DOI: 10.1101/2023.08.10.549394 |
0.757 |
|
| 2023 |
Kleyko D, Bybee C, Huang PC, Kymn CJ, Olshausen BA, Frady EP, Sommer FT. Efficient Decoding of Compositional Structure in Holistic Representations. Neural Computation. 1-28. PMID 37187162 DOI: 10.1162/neco_a_01590 |
0.585 |
|
| 2023 |
Kleyko D, Rosato A, Frady EP, Panella M, Sommer FT. Perceptron Theory Can Predict the Accuracy of Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 37022402 DOI: 10.1109/TNNLS.2023.3237381 |
0.748 |
|
| 2022 |
Kleyko D, Davies M, Frady EP, Kanerva P, Kent SJ, Olshausen BA, Osipov E, Rabaey JM, Rachkovskij DA, Rahimi A, Sommer FT. Vector Symbolic Architectures as a Computing Framework for Emerging Hardware. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 110: 1538-1571. PMID 37868615 |
0.57 |
|
| 2022 |
Toker D, Pappas I, Lendner JD, Frohlich J, Mateos DM, Muthukumaraswamy S, Carhart-Harris R, Paff M, Vespa PM, Monti MM, Sommer FT, Knight RT, D'Esposito M. Consciousness is supported by near-critical slow cortical electrodynamics. Proceedings of the National Academy of Sciences of the United States of America. 119. PMID 35145021 DOI: 10.1073/pnas.2024455119 |
0.779 |
|
| 2021 |
Kleyko D, Frady EP, Sommer FT. Cellular Automata Can Reduce Memory Requirements of Collective-State Computing. Ieee Transactions On Neural Networks and Learning Systems. PMID 34699370 DOI: 10.1109/TNNLS.2021.3119543 |
0.735 |
|
| 2021 |
Frady EP, Kleyko D, Sommer FT. Variable Binding for Sparse Distributed Representations: Theory and Applications. Ieee Transactions On Neural Networks and Learning Systems. PMID 34478381 DOI: 10.1109/TNNLS.2021.3105949 |
0.747 |
|
| 2021 |
Li Z, Chen Y, Sommer FT. A Neural Network MCMC Sampler That Maximizes Proposal Entropy. Entropy (Basel, Switzerland). 23. PMID 33668743 DOI: 10.3390/e23030269 |
0.77 |
|
| 2020 |
Frady EP, Kent SJ, Olshausen BA, Sommer FT. Resonator Networks, 1: An Efficient Solution for Factoring High-Dimensional, Distributed Representations of Data Structures. Neural Computation. 1-21. PMID 33080162 DOI: 10.1162/neco_a_01331 |
0.789 |
|
| 2020 |
Kent SJ, Frady EP, Sommer FT, Olshausen BA. Resonator Networks, 2: Factorization Performance and Capacity Compared to Optimization-Based Methods. Neural Computation. 1-57. PMID 33080160 DOI: 10.1162/neco_a_01329 |
0.778 |
|
| 2020 |
Ciftcioglu UM, Suresh V, Ding KR, Sommer FT, Hirsch JA. Visual information processing in the ventral division of the mouse lateral geniculate nucleus of the thalamus. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 32350041 DOI: 10.1523/JNEUROSCI.2602-19.2020 |
0.785 |
|
| 2020 |
Toker D, Sommer FT, D'Esposito M. A simple method for detecting chaos in nature. Communications Biology. 3: 11. PMID 31925289 DOI: 10.1038/s42003-019-0715-9 |
0.751 |
|
| 2020 |
Toker D, Sommer FT, D'Esposito M. A simple method for detecting chaos in nature. Communications Biology. 3: 11. PMID 31909203 DOI: 10.1038/s42003-019-0715-9 |
0.751 |
|
| 2019 |
Frady EP, Sommer FT. Robust computation with rhythmic spike patterns. Proceedings of the National Academy of Sciences of the United States of America. PMID 31431524 DOI: 10.1073/pnas.1902653116 |
0.782 |
|
| 2019 |
Toker D, Sommer FT. Information integration in large brain networks. Plos Computational Biology. 15: e1006807. PMID 30730907 DOI: 10.1371/Journal.Pcbi.1006807 |
0.771 |
|
| 2018 |
Frady EP, Kleyko D, Sommer FT. A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks. Neural Computation. 1-65. PMID 29652585 DOI: 10.1162/neco_a_01084 |
0.764 |
|
| 2018 |
Bouchard KE, Aimone JB, Chun M, Dean T, Denker M, Diesmann M, Donofrio DD, Frank LM, Kasthuri N, Koch C, Rubel O, Simon HD, Sommer FT, Prabhat. International Neuroscience Initiatives through the Lens of High-Performance Computing Ieee Computer. 51: 50-59. DOI: 10.1109/Mc.2018.2141039 |
0.307 |
|
| 2017 |
Soto-Sánchez C, Wang X, Vaingankar V, Sommer FT, Hirsch JA. Spatial scale of receptive fields in the visual sector of the cat thalamic reticular nucleus. Nature Communications. 8: 800. PMID 28986534 DOI: 10.1038/S41467-017-00762-7 |
0.795 |
|
| 2016 |
Suresh V, Çiftçioğlu UM, Wang X, Lala BM, Ding KR, Smith WA, Sommer FT, Hirsch JA. Synaptic Contributions to Receptive Field Structure and Response Properties in the Rodent Lateral Geniculate Nucleus of the Thalamus. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 10949-10963. PMID 27798177 DOI: 10.1523/JNEUROSCI.1045-16.2016 |
0.785 |
|
| 2016 |
Knoblauch A, Sommer FT. Structural Plasticity, Effectual Connectivity, and Memory in Cortex. Frontiers in Neuroanatomy. 10: 63. PMID 27378861 DOI: 10.3389/fnana.2016.00063 |
0.646 |
|
| 2015 |
Hirsch JA, Wang X, Sommer FT, Martinez LM. How inhibitory circuits in the thalamus serve vision. Annual Review of Neuroscience. 38: 309-29. PMID 26154979 DOI: 10.1146/annurev-neuro-071013-014229 |
0.663 |
|
| 2015 |
Hirsch JA, Wang X, Sommer FT, Martinez LM. How Inhibitory Circuits in the Thalamus Serve Vision Annual Review of Neuroscience. 38: 309-329. DOI: 10.1146/annurev-neuro-071013-014229 |
0.534 |
|
| 2014 |
Knoblauch A, Körner E, Körner U, Sommer FT. Structural synaptic plasticity has high memory capacity and can explain graded amnesia, catastrophic forgetting, and the spacing effect. Plos One. 9: e96485. PMID 24858841 DOI: 10.1371/journal.pone.0096485 |
0.628 |
|
| 2014 |
Agarwal G, Stevenson IH, Berényi A, Mizuseki K, Buzsáki G, Sommer FT. Spatially distributed local fields in the hippocampus encode rat position. Science (New York, N.Y.). 344: 626-30. PMID 24812401 DOI: 10.1126/Science.1250444 |
0.554 |
|
| 2014 |
Martinez LM, Molano-Mazón M, Wang X, Sommer FT, Hirsch JA. Statistical wiring of thalamic receptive fields optimizes spatial sampling of the retinal image. Neuron. 81: 943-56. PMID 24559681 DOI: 10.1016/j.neuron.2013.12.014 |
0.639 |
|
| 2013 |
Little DY, Sommer FT. Maximal mutual information, not minimal entropy, for escaping the "Dark Room". The Behavioral and Brain Sciences. 36: 220-1. PMID 23663756 DOI: 10.1017/S0140525X12002415 |
0.718 |
|
| 2013 |
Little DY, Sommer FT. Learning and exploration in action-perception loops. Frontiers in Neural Circuits. 7: 37. PMID 23579347 DOI: 10.3389/Fncir.2013.00037 |
0.717 |
|
| 2012 |
Vaingankar V, Soto-Sanchez C, Wang X, Sommer FT, Hirsch JA. Neurons in the thalamic reticular nucleus are selective for diverse and complex visual features. Frontiers in Integrative Neuroscience. 6: 118. PMID 23269915 DOI: 10.3389/Fnint.2012.00118 |
0.809 |
|
| 2011 |
Wang X, Sommer FT, Hirsch JA. Inhibitory circuits for visual processing in thalamus. Current Opinion in Neurobiology. 21: 726-33. PMID 21752634 DOI: 10.1016/j.conb.2011.06.004 |
0.677 |
|
| 2011 |
Wang X, Vaingankar V, Soto Sanchez C, Sommer FT, Hirsch JA. Thalamic interneurons and relay cells use complementary synaptic mechanisms for visual processing. Nature Neuroscience. 14: 224-31. PMID 21170053 DOI: 10.1038/Nn.2707 |
0.807 |
|
| 2010 |
Wang X, Hirsch JA, Sommer FT. Recoding of sensory information across the retinothalamic synapse. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 13567-77. PMID 20943898 DOI: 10.1523/JNEUROSCI.0910-10.2010 |
0.639 |
|
| 2010 |
Koepsell K, Wang X, Hirsch JA, Sommer FT. Exploring the function of neural oscillations in early sensory systems. Frontiers in Neuroscience. 4: 53. PMID 20582272 DOI: 10.3389/Neuro.01.010.2010 |
0.806 |
|
| 2010 |
Knoblauch A, Palm G, Sommer FT. Memory capacities for synaptic and structural plasticity. Neural Computation. 22: 289-341. PMID 19925281 DOI: 10.1162/neco.2009.08-07-588 |
0.714 |
|
| 2010 |
Coulter WK, Hillar CJ, Isley G, Sommer FT. Adaptive compressed sensing - A new class of self-organizing coding models for neuroscience Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5494-5497. DOI: 10.1109/ICASSP.2010.5495209 |
0.516 |
|
| 2010 |
Isely G, Hillar CJ, Sommer FT. Deciphering subsampled data: Adaptive compressive sampling as a principle of brain communication Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010. |
0.721 |
|
| 2009 |
Monaci G, Vandergheynst P, Sommer FT. Learning bimodal structure in audio-visual data. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 1898-910. PMID 19963447 DOI: 10.1109/Tnn.2009.2032182 |
0.696 |
|
| 2009 |
Koepsell K, Wang X, Vaingankar V, Wei Y, Wang Q, Rathbun DL, Usrey WM, Hirsch JA, Sommer FT. Retinal oscillations carry visual information to cortex. Frontiers in Systems Neuroscience. 3: 4. PMID 19404487 DOI: 10.3389/Neuro.06.004.2009 |
0.791 |
|
| 2008 |
Koepsell K, Sommer FT. Information transmission in oscillatory neural activity. Biological Cybernetics. 99: 403-16. PMID 18985377 DOI: 10.1007/S00422-008-0273-6 |
0.776 |
|
| 2008 |
Teeters JL, Harris KD, Millman KJ, Olshausen BA, Sommer FT. Data sharing for computational neuroscience. Neuroinformatics. 6: 47-55. PMID 18259695 DOI: 10.1007/s12021-008-9009-y |
0.609 |
|
| 2008 |
Goodhill G, Baker C, Balasubramanian V, Bazhenov M, Beck J, Becker S, Bethge M, Boahen K, Boden M, Bonin V, Bouret S, Fairhall A, Flash T, French R, Gillies A, ... ... Sommer F, et al. Network: Computation in Neural Systems: Editorial Network: Computation in Neural Systems. 19: 1-2. DOI: 10.1080/09548980801915409 |
0.615 |
|
| 2008 |
Monaci G, Sommer FT, Vandergheynst P. Learning sparse generative models of audiovisual signals European Signal Processing Conference. |
0.635 |
|
| 2007 |
Wang X, Wei Y, Vaingankar V, Wang Q, Koepsell K, Sommer FT, Hirsch JA. Feedforward excitation and inhibition evoke dual modes of firing in the cat's visual thalamus during naturalistic viewing. Neuron. 55: 465-78. PMID 17678858 DOI: 10.1016/J.Neuron.2007.06.039 |
0.786 |
|
| 2007 |
Rehn M, Sommer FT. A network that uses few active neurones to code visual input predicts the diverse shapes of cortical receptive fields. Journal of Computational Neuroscience. 22: 135-46. PMID 17053994 DOI: 10.1007/S10827-006-0003-9 |
0.633 |
|
| 2007 |
Knoblauch A, Sommer FT, Gewaltig M, Kupper R, Körner U, Körner E. A model for structural plasticity in neocortical associative networks trained by the hippocampus Bmc Neuroscience. 8. DOI: 10.1186/1471-2202-8-S2-S14 |
0.602 |
|
| 2006 |
Rehn M, Sommer FT. Storing and restoring visual input with collaborative rank coding and associative memory Neurocomputing. 69: 1219-1223. DOI: 10.1016/J.Neucom.2005.12.080 |
0.593 |
|
| 2005 |
Martinez LM, Wang Q, Reid RC, Pillai C, Alonso JM, Sommer FT, Hirsch JA. Receptive field structure varies with layer in the primary visual cortex. Nature Neuroscience. 8: 372-9. PMID 15711543 DOI: 10.1038/Nn1404 |
0.641 |
|
| 2005 |
George D, Sommer FT. Computing with inter-spike interval codes in networks of integrate and fire neurons Neurocomputing. 65: 415-420. DOI: 10.1016/j.neucom.2004.10.038 |
0.365 |
|
| 2005 |
Sommer FT, Wennekers T. Synfire chains with conductance-based neurons: Internal timing and coordination with timed input Neurocomputing. 65: 449-454. DOI: 10.1016/j.neucom.2004.10.015 |
0.732 |
|
| 2004 |
Knoblauch A, Sommer FT. Spike-timing-dependent synaptic plasticity can form "zero lag links" for cortical oscillations Neurocomputing. 58: 185-190. DOI: 10.1016/j.neucom.2004.01.041 |
0.631 |
|
| 2003 |
Hirsch JA, Martinez LM, Pillai C, Alonso JM, Wang Q, Sommer FT. Functionally distinct inhibitory neurons at the first stage of visual cortical processing. Nature Neuroscience. 6: 1300-8. PMID 14625553 DOI: 10.1038/Nn1152 |
0.658 |
|
| 2003 |
Sommer FT, Wennekers T. Models of distributed associative memory networks in the brain Theory in Biosciences. 122: 55-69. DOI: 10.1078/1431-7613-00074 |
0.739 |
|
| 2003 |
Wennekers T, Sommer F, Aertsen A. Editorial: Cell assemblies Theory in Biosciences. 122: 1-4. DOI: 10.1078/1431-7613-00070 |
0.704 |
|
| 2003 |
Schmitt V, Kötter R, Sommer FT. The impact of thalamo-cortical projections on activity spread in cortex Neurocomputing. 52: 919-924. DOI: 10.1016/S0925-2312(02)00837-8 |
0.762 |
|
| 2003 |
Knoblauch A, Sommer FT. Synaptic plasticity, conduction delays, and inter-areal phase relations of spike activity in a model of reciprocally connected areas Neurocomputing. 52: 301-306. DOI: 10.1016/S0925-2312(02)00792-0 |
0.599 |
|
| 2002 |
Knoblauch A, Wennekers T, Sommer FT. Is voltage-dependent synaptic transmission in NMDA receptors a robust mechanism for working memory? Neurocomputing. 44: 19-24. DOI: 10.1016/S0925-2312(02)00364-8 |
0.771 |
|
| 2001 |
Sommer FT, Wennekers T. Associative memory in networks of spiking neurons. Neural Networks : the Official Journal of the International Neural Network Society. 14: 825-34. PMID 11665774 DOI: 10.1016/S0893-6080(01)00064-8 |
0.754 |
|
| 2001 |
Sommer FT, Wennekers T. Associative memory in a pair of cortical cell groups with reciprocal projections Neurocomputing. 38: 1575-1580. DOI: 10.1016/S0925-2312(01)00563-X |
0.751 |
|
| 2001 |
Vollmer U, Sommer FT. Coexistence of short and long term memory in a model network of realistic neurons Neurocomputing. 38: 1031-1036. DOI: 10.1016/S0925-2312(01)00384-8 |
0.34 |
|
| 2000 |
Sommer FT, Wennekers T. Modelling studies on the computational function of fast temporal structure in cortical circuit activity. Journal of Physiology, Paris. 94: 473-88. PMID 11165914 DOI: 10.1016/S0928-4257(00)01098-6 |
0.749 |
|
| 2000 |
Kötter R, Sommer FT. Global relationship between anatomical connectivity and activity propagation in the cerebral cortex. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 355: 127-34. PMID 10703048 DOI: 10.1098/rstb.2000.0553 |
0.362 |
|
| 2000 |
Sommer FT. On cell assemblies in a cortical column Neurocomputing. 32: 517-522. DOI: 10.1016/S0925-2312(00)00207-1 |
0.325 |
|
| 1999 |
Sommer FT, Palm G. Improved bidirectional retrieval of sparse patterns stored by Hebbian learning. Neural Networks : the Official Journal of the International Neural Network Society. 12: 281-297. PMID 12662704 DOI: 10.1016/S0893-6080(98)00125-7 |
0.583 |
|
| 1999 |
Baune A, Sommer FT, Erb M, Wildgruber D, Kardatzki B, Palm G, Grodd W. Dynamical cluster analysis of cortical fMRI activation. Neuroimage. 9: 477-89. PMID 10329287 DOI: 10.1006/nimg.1999.0429 |
0.549 |
|
| 1999 |
Wennekers T, Sommer FT. Gamma-oscillations support optimal retrieval in associative memories of two-compartment neurons Neurocomputing. 26: 573-578. DOI: 10.1016/S0925-2312(99)00036-3 |
0.745 |
|
| 1998 |
Sommer FT, Dayan P. Bayesian retrieval in associative memories with storage errors. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 9: 705-13. PMID 18252493 DOI: 10.1109/72.701183 |
0.455 |
|
| 1996 |
Schwenker F, Sommer FT, Palm G. Iterative retrieval of sparsely coded associative memory patterns Neural Networks. 9: 445-455. DOI: 10.1016/0893-6080(95)00112-3 |
0.314 |
|
| 1992 |
Palm G, Sommer FT. Information capacity in recurrent mcculloch-pitts networks with sparsely coded memory states Network: Computation in Neural Systems. 3: 177-186. DOI: 10.1088/0954-898X_3_2_006 |
0.371 |
|
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