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Semantic ScholarFriedrich T. Sommer
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2010 – today
- 2019
[i9]Edward Paxon Frady, Friedrich T. Sommer:
Robust computation with rhythmic spike patterns. CoRR abs/1901.07718 (2019)- [i8]Spencer J. Kent, Edward Paxon Frady, Friedrich T. Sommer, Bruno A. Olshausen:
Resonator Circuits for factoring high-dimensional vectors. CoRR abs/1906.11684 (2019) - [i7]Zengyi Li, Yubei Chen, Friedrich T. Sommer:
Annealed Denoising Score Matching: Learning Energy-Based Models in High-Dimensional Spaces. CoRR abs/1910.07762 (2019) - 2018
- [j25]Kristofer E. Bouchard, James B. Aimone, Miyoung Chun, Thomas Dean, Michael Denker, Markus Diesmann, David Donofrio, Loren M. Frank, Narayanan Kasthuri, Christof Koch, Oliver Rübel, Horst D. Simon, Friedrich T. Sommer, Prabhat:
International Neuroscience Initiatives through the Lens of High-Performance Computing. IEEE Computer 51(4): 50-59 (2018) - [j24]Edward Paxon Frady, Denis Kleyko, Friedrich T. Sommer:
A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks. Neural Computation 30(6) (2018) - [i6]Edward Paxon Frady, Denis Kleyko, Friedrich T. Sommer:
A theory of sequence indexing and working memory in recurrent neural networks. CoRR abs/1803.00412 (2018) - 2017
- [c6]Kristofer E. Bouchard, Alejandro F. Bujan, Edward F. Chang, Friedrich T. Sommer:
Sparse coding of ECoG signals identifies interpretable components for speech control in human sensorimotor cortex. EMBC 2017: 3636-3639 - [i5]Edward Paxon Frady, Denis Kleyko, Friedrich T. Sommer:
Theory of the superposition principle for randomized connectionist representations in neural networks. CoRR abs/1707.01429 (2017) - 2016
- [i4]Friedrich T. Sommer, Thomas Wachtler, Jeffrey L. Teeters, Jan Benda, Andrew P. Davison, Stephen J. Eglen, Richard C. Gerkin, Jeffrey S. Grethe, Jan Grewe, Kenneth D. Harris, Christian Johannes Kellner, Yann Le Franc, Roman Moucek, Dimiter Prodanov, Robert Pröpper, Hyrum L. Sessions, Leslie Smith, Andrey Sobolev, Adrian Stoewer, Barry Wark:
Requirements for storing electrophysiology data. CoRR abs/1605.07673 (2016) - [i3]Jesse A. Livezey, Alejandro F. Bujan, Friedrich T. Sommer:
On degeneracy control in overcomplete ICA. CoRR abs/1606.03474 (2016) - 2015
- [j23]Christopher J. Hillar, Friedrich T. Sommer:
When Can Dictionary Learning Uniquely Recover Sparse Data From Subsamples? IEEE Trans. Information Theory 61(11): 6290-6297 (2015) - 2011
- [i2]Daniel Y. Little, Friedrich T. Sommer:
Learning in embodied action-perception loops through exploration. CoRR abs/1112.1125 (2011) - 2010
- [j22]Andreas Knoblauch, Günther Palm, Friedrich T. Sommer:
Memory Capacities for Synaptic and Structural Plasticity. Neural Computation 22(2): 289-341 (2010) - [c5]William K. Coulter, Christopher J. Hillar, Guy Isley, Friedrich T. Sommer:
Adaptive compressed sensing - A new class of self-organizing coding models for neuroscience. ICASSP 2010: 5494-5497 - [c4]Guy Isley, Christopher J. Hillar, Friedrich T. Sommer:
Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication. NIPS 2010: 910-918
2000 – 2009
- 2009
- [j21]Gianluca Monaci, Pierre Vandergheynst, Friedrich T. Sommer:
Learning Bimodal Structure in Audio-Visual Data. IEEE Trans. Neural Networks 20(12): 1898-1910 (2009) - 2008
- [j20]Kilian Koepsell, Friedrich T. Sommer:
Information transmission in oscillatory neural activity. Biological Cybernetics 99(4-5): 403-416 (2008) - [j19]Jeffrey L. Teeters, Kenneth D. Harris
, K. Jarrod Millman, Bruno A. Olshausen, Friedrich T. Sommer:
Data Sharing for Computational Neuroscience. Neuroinformatics 6(1): 47-55 (2008) - [c3]Gianluca Monaci, Friedrich T. Sommer, Pierre Vandergheynst:
Learning sparse generative models of audiovisual signals. EUSIPCO 2008: 1-5 - [i1]Kilian Koepsell, Friedrich T. Sommer:
Information transmission in oscillatory neural activity. CoRR abs/0809.4059 (2008) - 2007
- [j18]Martin Rehn, Friedrich T. Sommer:
A network that uses few active neurones to code visual input predicts the diverse shapes of cortical receptive fields. Journal of Computational Neuroscience 22(2): 135-146 (2007) - 2006
- [j17]Martin Rehn, Friedrich T. Sommer:
Storing and restoring visual input with collaborative rank coding and associative memory. Neurocomputing 69(10-12): 1219-1223 (2006) - 2005
- [j16]Dileep George, Friedrich T. Sommer:
Computing with inter-spike interval codes in networks of integrate and fire neurons. Neurocomputing 65-66: 415-420 (2005) - [j15]Friedrich T. Sommer, Thomas Wennekers:
Synfire chains with conductance-based neurons: internal timing and coordination with timed input. Neurocomputing 65-66: 449-454 (2005) - 2004
- [j14]Andreas Knoblauch, Friedrich T. Sommer:
Spike-timing-dependent synaptic plasticity can form "zero lag links" for cortical oscillations. Neurocomputing 58-60: 185-190 (2004) - 2003
- [j13]Andreas Knoblauch, Friedrich T. Sommer:
Synaptic plasticity, conduction delays, and inter-areal phase relations of spike activity in a model of reciprocally connected areas. Neurocomputing 52-54: 301-306 (2003) - [j12]Volker Schmitt, Rolf Kötter, Friedrich T. Sommer:
The impact of thalamo-cortical projections on activity spread in cortex. Neurocomputing 52-54: 919-924 (2003) - [j11]Thomas Wennekers, Friedrich T. Sommer, Ad Aertsen:
Editorial: Cell assemblies. Theory in Biosciences 122(1): 1-4 (2003) - [j10]Friedrich T. Sommer, Thomas Wennekers:
Models of distributed associative memory networks in the brain. Theory in Biosciences 122(1): 55-69 (2003) - 2002
- [j9]Andreas Knoblauch, Thomas Wennekers, Friedrich T. Sommer:
Is voltage-dependent synaptic transmission in NMDA receptors a robust mechanism for working memory? Neurocomputing 44-46: 19-24 (2002) - [c2]Axel Baune, G. Glatting, J. Karitzky, Friedrich T. Sommer:
Dynamische Clusteranalyse von [11C]-PK11195 PET-Daten des Gehirns. Bildverarbeitung für die Medizin 2002: 259-262 - 2001
- [j8]Urs Vollmer, Friedrich T. Sommer:
Coexistence of short and long term memory in a model network of realistic neurons. Neurocomputing 38-40: 1031-1036 (2001) - [j7]Friedrich T. Sommer, Thomas Wennekers:
Associative memory in a pair of cortical cell groups with reciprocal projections. Neurocomputing 38-40: 1575-1580 (2001) - [j6]Friedrich T. Sommer, Thomas Wennekers:
Associative memory in networks of spiking neurons. Neural Networks 14(6-7): 825-834 (2001) - 2000
- [j5]Friedrich T. Sommer:
On cell assemblies in a cortical column. Neurocomputing 32-33: 517-522 (2000)
1990 – 1999
- 1999
- [j4]Thomas Wennekers, Friedrich T. Sommer:
Gamma-oscillations support optimal retrieval in associative memories of two-compartment neurons. Neurocomputing 26-27: 573-578 (1999) - [j3]Friedrich T. Sommer, Günther Palm:
Improved bidirectional retrieval of sparse patterns stored by Hebbian learning. Neural Networks 12(2): 281-297 (1999) - 1998
- [j2]Friedrich T. Sommer, Peter Dayan:
Bayesian retrieval in associative memories with storage errors. IEEE Trans. Neural Networks 9(4): 705-713 (1998) - 1997
- [c1]Friedrich T. Sommer, Günther Palm:
Bidirectional Retrieval from Associative Memory. NIPS 1997: 675-681 - 1996
- [j1]Friedhelm Schwenker, Friedrich T. Sommer, Günther Palm:
Iterative retrieval of sparsely coded associative memory patterns. Neural Networks 9(3): 445-455 (1996) - 1994
- [b1]Friedrich T. Sommer:
Theorie neuronaler Assoziativspeicher: lokales Lernen und iteratives Retrieval von Information. University of Düsseldorf, Germany, Hänsel-Hohenhausen 1994, ISBN 978-3-89349-901-4
Coauthor Index
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