Tsodyks lab - Publications

Publications

2010

S. Romani, T. Sejnowski & M. Tsodyks. Intracellular dynamics of virtual place cells. Neural Comput. 2010 Dec 16.

S. Romani & M. Tsodyks. Continuous attractors with morphed/correlated maps. PLoS Comput. Biology 2010 Aug5; 6(8). pii: e1000869.

O. Barak, M. Tsodyks & R. Romo. Neuronal population coding of parametric working memory. J. of Neuroscience 2010 Jul 14; 30(28):9424-30.

2009

A. Loebel, G. Silberberg, D. Helbig, H. Markram, M. Tsodyks & M. Richardson. Multiquantal release underlies the distribuion of synaptic efficacies in the neocortex. Front.Comput. Neurosci. 2009 3:27.

S. Preminger, B. Blumenfeld, D. Sagi & M. Tsodyks. Mapping dynamic memories of gradually changing objects. Proc. Natl. Acad. Sci USA. 2009 Mar 31; 106(13):5371-6.

2008

G. Mongillo*, O. Barak* & M. Tsodyks. Synaptic theory of working memory. Science. 2008 Mar 14;319(5869):1543-6 (* equal contribution)

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O. Melamed, O. Barak, G. Silberberg, H. Markram & M. Tsodyks. Slow oscillations in neural networks with facilitating synapses. J. Comput. Neurosci. 2008 Oct; 25(2):308-16.

2007

A. Loebel, I. Nelken & M. Tsodyks. Processing of sounds by population spikes in a model of primary auditory cortex. Front. Neurosci. 2007 1,1:197-209

O. Barak & M. Tsodyks. Persistent activity in neural networks with dynamic synapses. PLoS Comput Biol. 2007 Feb 23;3(2)

S. Preminger, D. Sagi & M. Tsodyks. The effects of perceptual history on memory of visual objects. Vision Res. 2007 Feb 12; [Epub ahead of print]

2006

B. Blumenfeld*, S. Preminger*, D. Sagi & M. Tsodyks. Dynamics of memory representations in networks with novelty-facilitated synaptic plasticity. Neuron 52(2):383-94 (2006) (* equal contribution)

O. Barak & M. Tsodyks. Recognition by Variance: Learning Rules for Spatiotemporal Patterns. Neural Computation, Neural Comput. 18(10):2343-58. (2006)

B. Blumenfeld, D. Bibitchkov & M. Tsodyks. Neural network model of the primary visual cortex: from functional architecture to lateral connectivity and back. Journal of Comp. Neuroscience. 20(2):214:41 (2006)

D. Holcman & M. Tsodyks. The Emergence of Up and Down States in Cortical Networks. PLOS Comp. Biology, 2(3):e23. (2006)

M. Katkov, M. Tsodyks & D. Sagi. Singularities in the inverse modeling of 2AFC contrast discrimination data. Vision Res. 46(1-2):259-66. (2006)

2005

M. Tsodyks Attractor neural networks and spatial maps in hippocampus. Neuron. 48(2):168-9. (2005)

2004

Y. Adini, A. Wilkonsky, R. Haspel, M. Tsodyks M & D. Sagi. Perceptual learning in contrast discrimination: the effect of contrast uncertainty. J Vis. 4(12):993-1005. (2004)

M. Tsodyks, Y. A. Adini & D. Sagi. Associative learning in early vision. Neural Networks, 17, 823-832 (2004).

G. Fuhrmann, A. Cowan, I. Segev, M. Tsodyks, & C. Stricker. Multiple mechanisms govern the dynamics of depression at neocortical synapses of young rats. J Physiol. 557(Pt 2):415-38. (2004)

G. Silberberg, M. Bethge, H. Markram, K. Pawelzik & M. Tsodyks. Dynamics of population rate codes in the ensembles of neocortical neurons. J. of Neurophysiology, 91, 704-709 (2004).

M. Tsodyks & C. Gilbert. Neural networks and perceptual learning. Nature, 431(7010), 775-81 (2004).

2003

T. Kenet, D. Bibitchkov, M. Tsodyks, A. Grinvald & A. Arieli. Spontaneously emerging cortical representations of visual attributes. Nature. 425(6961):954-6. (2003)

A. Grinvald, A. Arieli, M. Tsodyks, T. Kenet. Neuronal assemblies: single cortical neurons are obedient members of a huge orchestra. Biopolymers. ;68(3):422-36. (2003)

2002

Y. Adini, D. Sagi & M. Tsodyks. Context enabled learning in human visual system. Nature, 415, 790-794 (2002).

A. Loebel & M. Tsodyks. Computation by ensemble synchronization in recurrent networks with synaptic depression. J. of Computational Neuroscience, 13, 111-124 (2002).

G. Fuhrmann, I. Segev, H. Markram & M. Tsodyks. Coding of temporal information by activity dependent synapses. J. of Neurophysiology, 87, 140-148 (2002).

G. Fuhrmann, H. Markram & M. Tsodyks. Spike frequency adaptation and neocortical rhythms. J. of Neurophysiology, 88, 761-770 (2002).

2001

U. Ernst, K. Pawelzik, C. Sahar-Pikielny & M. Tsodyks. Intracortical origin of visual maps. Nature Neuroscience, 4, 431-436 (2001).

W. Senn, H. Markram & M. Tsodyks. An algorithm for modifying neurotransmitter release probability based on pre- and post-synaptic spike timing. Neural Computation, 13, 35-67 (2001).

2000

M. Tsodyks, A. Uziel & H. Markram. Synchrony generation in recurrent network with frequency-dependent synapses. J. of Neuroscience, 20, RC1 (1-5) (2000).

1999

M. Tsodyks, T. Kenet, A. Grinvald & A. Arieli. Linking spontaneous activity of single cortical neurons and the underlying functional architecture. Science, 286, 1943-1946 (1999).

U. Ernst, K. Pawelzik, M. Tsodyks, & T. Sejnowski. "Relation between retinotopical and orientation maps in visual cortex". Neural Computation, 11, 375-379 (1999).

H. Markram, Y. Wang & M. Tsodyks. Differential signaling via the same axon from neocortical layer 5 pyramidal neurons. PNAS, 95, 5323-5328 (1999).

1998

M. Tsodyks, K. Pawelzik & H. Markram. Neural networks with dynamic synapses. Neural Computation, 10, 821-835 (1998).

1997

Y. Adini, D. Sagi & M. Tsodyks. "Excitatory-inhibitory network in the visual cortex: Psychophysical evidence". PNAS, 94, 10426-10431 (1997).

M. Tsodyks, W. Skaggs, T.Sejnowski & B.McNaughton. "Paradoxical effects of external modulation of inhibitory interneurons". Journal of Neuroscience, 17, 4382-4388 (1997).

O. Hendin, D. Horn & M.V. Tsodyks "The Role of Inhibition in an Associative Memory Model of the Olfactory Bulb". Journal of Computational Neuroscience, 4, 173-182 (1997).

M.V. Tsodyks & H. Markram "The Neural Code between Neocortical Pyramidal Neurons Depends on Neurotransmitter Release Probability". PNAS, 94, 719-723 (1997).

1996

H. Markram & M. V. Tsodyks "Redistribution of synaptic efficacy: A mechanism to generate infinite synaptic input diversity from a homogeneous population of neurons without changing absolute synaptic efficacies". J. Physiology (Paris), 90, 229-232 (1996).

M.V. Tsodyks & H. Markram (1996) "Plasticity of Neocortical Synapses Enables Transitions Between Rate & Temporal Coding". Lecture Notes in Comp. Sci., eds C. von der Malsburg et al (Springer), 1112, 445-450.

H. Markram & M. Tsodyks. "Redistribution of synaptic efficacy between pyramidal neurons". Nature, 382, 807-810 (1996).

M. Tsodyks, W. Skaggs, T.Sejnowski & B.McNaughton. "Population dynamics and theta rhythm phase precession of hippocampal place cell firing: a spiking neuron model". Hippocampus, 6, 271-280 (1996).

1995

M. Tsodyks, T. Sejnowski. "Associative memory and hippocampal place cells". Int. Journal of Neural Systems, 6(supp. 1995), 81-86 (1995).

M. Tsodyks, T. Sejnowski. "Rapid switching in Balanced Cortical Network Models". Network, 6, 1-14 (1995)

1994

A. Bell, Z. Mainen, M. Tsodyks & T. Sejnowski 'Balancing of conductances may explain irregular cortical spiking', INC Technical Report no. INC-9502, Institute for Neural Computation, UCSD, San Diego, CA 92093-0523 (1994).

D. Amit, N. Brunel, M. Tsodyks. "Correlations of cortical Hebbian reverberations: experiment versus theory". J. Neuroscience, 14, 6435-6445 (1994).

H. Sompolinsky, M. Tsodyks. "Segmentation by a Network of Oscillators". Neural Computation, 6, 642-657 (1994).

L. Cugliandolo, M. Tsodyks. "Capacity of Networks with Correlated Attractors". Journal of Phys. A, 27, 741-756 (1994).

1993
M. Tsodyks, I. Mit'kov, H. Sompolinsky. "Synchrony in Integrate-and-Fire Networks". Proceedings of the International Conference on Artificial Neural Networks (Amsterdam 1993), 622-627. Springer-Verlag London Limited 1993.

M. Tsodyks, I. Mit'kov, H. Sompolinsky. "Pattern of Synchrony in Inhomogeneous Networks of Oscillators with Pulse Interactions". Phys. Rev. Lett., 71 , 1280-1283 (1993)

M. Griniasty, M. Tsodyks, D. Amit. "Conversion of Temporal Correlations Between Stimuli to Spatial Correlations Between Attractors". Neural Computations, 5, 1-17 (1993).

1992

H. Sompolinsky, M. Tsodyks. "Segmentation by a Network of Oscillators with Memory". Proceedings of IJCNN-92(Baltimore), Vol. III, 66-71,

D. Amit, M. Tsodyks. " Effective Neurons and Attractor Neural Networks in Cortical Environment". Network, 3, 121-137 (1992).

1991

M. Herrmann, M. Tsodyks. "Destruction of Hierarchy in Non-linear Neural Networks". Neural Networks: from Biology to High Energy Physics, ETS Editrice, Pisa, 1991.

D. Amit, M. Tsodyks. "Quantitative Study of Attractor Neural Networks Retrieving at Low Spike Rates II: Low Rate Retrieval in Symmetric Networks". Network, 2, 275-294 (1991).

D. Amit, M. Tsodyks. "Quantitative Study of Attractor Neural Networks Retrieving at Low Spike Rates I: Substrate - Spikes, Rates and Neuronal gain". Network, 2, 259-273 (1991).

B. Tirozzi, M. Tsodyks. "Chaos in Highly Diluted Neural Networks". Europhysics Letters, 14, 727-732 (1991).

1990

M. Tsodyks. "Associative Memory in Neural Networks with Binary Synapses". Modern Physics Letters B, 4, 713 (1990).

M. Tsodyks. "Hierarchical Associative Memory in Neural Networks with Low Activity Level". Modern Physics Letters B, 4, 259 (1990).

1980s

M. Tsodyks. "Associative Memory in Neural Networks with the Hebbian Learning Rule". Modern Physics Letters B, 3, 555 (1989).

M. Tsodyks. "Associative Memory in Asymmetrically Diluted Networks with Low Level of Activity". Europhysics Letters, 7, 203 (1988).

M. Tsodyks, M. Feigelman. "Enhanced Storage Capacity in Neural Networks with Low Level of Activity". Europhysics Letters, 6, 101 (1988).

M. Feigelman, M. Tsodyks. "Dipolar Forces in Amorphous Magnets with Random Anisotropy". Landau Institute Preprint (1987).

M. Tsodyks. "Dynamics of Amorphous Magnets with Strong Random Anisotropy". Sov.Phys.JETP, (1), 124 (1987).

M. Feigelman, M. Tsodyks."Amorphous Magnets with Strong Random Anisotropy". Sov.Phys.JETP, (3), 562 (1986).

M.Tsodyks. "Fluctuative Appearance of Incommensurability in Two-dimentional Crystals". Poverhnost, 1983 (in russian).

In Misha Tsodyks's page