Friedrich T. Sommer - Publications

University of California, Berkeley, Berkeley, CA 
Memory, Sensory systems

76 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
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  1
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  0.92
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  1
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  1
2020 Ježek P, Teeters JL, Sommer FT. NWB Query Engines: Tools to Search Data Stored in Neurodata Without Borders Format. Frontiers in Neuroinformatics. 14: 27. PMID 33041776 DOI: 10.3389/fninf.2020.00027  1
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  1
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  1
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  1
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  1
2019 Toker D, Sommer FT. Information integration in large brain networks. Plos Computational Biology. 15: e1006807. PMID 30730907 DOI: 10.1371/Journal.Pcbi.1006807  1
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  1
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  1
2017 Bouchard KE, Bujan AF, Chang EF, Sommer FT. Sparse coding of ECoG signals identifies interpretable components for speech control in human sensorimotor cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2017: 3636-3639. PMID 29060686 DOI: 10.1109/EMBC.2017.8037645  0.01
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  1
2016 Wiener M, Sommer FT, Ives ZG, Poldrack RA, Litt B. Enabling an Open Data Ecosystem for the Neurosciences. Neuron. 92: 929. PMID 27883904 DOI: 10.1016/j.neuron.2016.11.009  0.04
2016 Bouchard KE, Aimone JB, Chun M, Dean T, Denker M, Diesmann M, Donofrio DD, Frank LM, Kasthuri N, Koch C, Ruebel O, Simon HD, Sommer FT, Prabhat. High-Performance Computing in Neuroscience for Data-Driven Discovery, Integration, and Dissemination. Neuron. 92: 628-631. PMID 27810006 DOI: 10.1016/J.Neuron.2016.10.035  1
2016 Wiener M, Sommer FT, Ives ZG, Poldrack RA, Litt B. Enabling an Open Data Ecosystem for the Neurosciences. Neuron. 92: 617-621. PMID 27810004 DOI: 10.1016/j.neuron.2016.10.037  0.01
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  1
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  1
2015 Teeters JL, Godfrey K, Young R, Dang C, Friedsam C, Wark B, Asari H, Peron S, Li N, Peyrache A, Denisov G, Siegle JH, Olsen SR, Martin C, Chun M, ... ... Sommer FT, et al. Neurodata Without Borders: Creating a Common Data Format for Neurophysiology. Neuron. 88: 629-634. PMID 26590340 DOI: 10.1016/J.Neuron.2015.10.025  1
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  1
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  1
2015 Hillar CJ, Sommer FT. When Can Dictionary Learning Uniquely Recover Sparse Data from Subsamples? Ieee Transactions On Information Theory. 61: 6290-6297. DOI: 10.1109/Tit.2015.2460238  1
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  1
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  1
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  1
2014 Mobin SA, Arnemann JA, Sommer FT. Information-based learning by agents in unbounded state spaces Advances in Neural Information Processing Systems. 4: 3023-3031.  1
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  1
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  1
2013 Teeters J, Christopher W, Thielk M, Sommer F. Specification of experiment stimuli for sharing electrophysiology data F1000research. 4. DOI: 10.7490/F1000Research.1094291.1  0.04
2013 Teeters JL, Sommer FT. epHDF – a standard for storing electrophysiology data in HDF5 F1000research. 4. DOI: 10.7490/F1000Research.1094289.1  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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 1
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  1
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  1
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  1
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  1
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  1
2008 Monaci G, Sommer FT, Vandergheynst P. Learning sparse generative models of audiovisual signals European Signal Processing Conference 1
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  1
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  1
2006 Sommer FT, Kanerva P. Can neural models of cognition benefit from the advantages of connectionism? Behavioral and Brain Sciences. 29: 86-87. DOI: 10.1017/S0140525X06379022  1
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  1
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  1
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  1
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  1
2004 Glatting G, Mottaghy FM, Karitzky J, Baune A, Sommer FT, Landwehrmeyer GB, Reske SN. Improving binding potential analysis in [11C]raclopride PET studies using cluster analysis. Medical Physics. 31: 902-6. PMID 15125008 DOI: 10.1118/1.1668392  1
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  1
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  1
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  1
2003 Wennekers T, Sommer F, Aertsen A. Editorial: Cell assemblies Theory in Biosciences. 122: 1-4. DOI: 10.1078/1431-7613-00070  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2000 Sommer FT. On cell assemblies in a cortical column Neurocomputing. 32: 517-522. DOI: 10.1016/S0925-2312(00)00207-1  1
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  1
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  1
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  1
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  1
1998 Sommer FT, Palm G. Bidirectional retrieval from associative memory Advances in Neural Information Processing Systems. 675-681.  1
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  1
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  1
1990 Frodl P, Sommer FT, Hau K, Wahl F. On the Effective Interaction of two Hydrogen Centres in Niobium Zeitschrift Fur Naturforschung - Section a Journal of Physical Sciences. 45: 857-866. DOI: 10.1515/zna-1990-0704  1
1988 Sommer FT, Hau K, Frodl P, Wahl F. Calculation of the Excitation Energies of a Hydrogen Impurity in Niobium Zeitschrift Fur Naturforschung - Section a Journal of Physical Sciences. 43: 923-929. DOI: 10.1515/zna-1988-1103  1
1988 Hau K, Frodl P, Sommer F, Wahl F. A Microscopic Theory of a Single Hydrogen Centre in Niobium Zeitschrift Fur Naturforschung - Section a Journal of Physical Sciences. 43: 914-922. DOI: 10.1515/zna-1988-1102  1
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