Mate Lengyel, Ph.D. - Publications

Affiliations: 
Engineering University of Cambridge, Cambridge, England, United Kingdom 
Area:
computational neuroscience
Website:
http://www.eng.cam.ac.uk/~m.lengyel

39 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
2017 Aitchison L, Lengyel M. With or without you: predictive coding and Bayesian inference in the brain. Current Opinion in Neurobiology. 46: 219-227. PMID 28942084 DOI: 10.1016/j.conb.2017.08.010  0.32
2016 Aitchison L, Lengyel M. The Hamiltonian Brain: Efficient Probabilistic Inference with Excitatory-Inhibitory Neural Circuit Dynamics. Plos Computational Biology. 12: e1005186. PMID 28027294 DOI: 10.1371/journal.pcbi.1005186  0.32
2016 Yang SC, Lengyel M, Wolpert DM. Active sensing in the categorization of visual patterns. Elife. 5. PMID 26880546 DOI: 10.7554/eLife.12215  1
2016 Friedrich J, Lengyel M. Goal-Directed Decision Making with Spiking Neurons. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 1529-46. PMID 26843636 DOI: 10.1523/JNEUROSCI.2854-15.2016  1
2016 Yang SCH, Wolpert DM, Lengyel M. Theoretical perspectives on active sensing Current Opinion in Behavioral Sciences. 11: 100-108. DOI: 10.1016/j.cobeha.2016.06.009  1
2014 Savin C, Dayan P, Lengyel M. Optimal recall from bounded metaplastic synapses: predicting functional adaptations in hippocampal area CA3. Plos Computational Biology. 10: e1003489. PMID 24586137 DOI: 10.1371/journal.pcbi.1003489  1
2014 Tootoonian S, Lengyel M. A dual algorithm for olfactory computation in the locust brain Advances in Neural Information Processing Systems. 3: 2276-2284.  1
2014 Hennequin G, Aitchison L, Lengyel M. Fast sampling-based inference in balanced neuronal networks Advances in Neural Information Processing Systems. 3: 2240-2248.  1
2014 Festa D, Hennequin G, Lengyel M. Analog memories in a balanced rate-based network of E-I Neurons Advances in Neural Information Processing Systems. 3: 2231-2239.  1
2013 Houlsby NM, Huszár F, Ghassemi MM, Orbán G, Wolpert DM, Lengyel M. Cognitive tomography reveals complex, task-independent mental representations. Current Biology : Cb. 23: 2169-75. PMID 24354016 DOI: 10.1016/j.cub.2013.09.012  1
2013 Savin C, Dayan P, Lengyel M. Correlations strike back (again): The case of associative memory retrieval Advances in Neural Information Processing Systems 1
2011 Berkes P, Orbán G, Lengyel M, Fiser J. Spontaneous cortical activity reveals hallmarks of an optimal internal model of the environment. Science (New York, N.Y.). 331: 83-7. PMID 21212356 DOI: 10.1126/science.1195870  1
2011 Ujfalussy BB, Lengyel M. Active dendrites: Adaptation to spike-based communication Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 1
2011 Savin C, Dayan P, Lengyel M. Two is better than one: Distinct roles for familiarity and recollection in retrieving palimpsest memories Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 1
2010 Pfister JP, Dayan P, Lengyel M. Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials. Nature Neuroscience. 13: 1271-5. PMID 20852625 DOI: 10.1038/nn.2640  1
2010 Remme MW, Lengyel M, Gutkin BS. Democracy-independence trade-off in oscillating dendrites and its implications for grid cells. Neuron. 66: 429-37. PMID 20471355 DOI: 10.1016/j.neuron.2010.04.027  1
2010 Fiser J, Berkes P, Orbán G, Lengyel M. Statistically optimal perception and learning: from behavior to neural representations. Trends in Cognitive Sciences. 14: 119-30. PMID 20153683 DOI: 10.1016/j.tics.2010.01.003  1
2009 Remme MW, Lengyel M, Gutkin BS. The role of ongoing dendritic oscillations in single-neuron dynamics. Plos Computational Biology. 5: e1000493. PMID 19730677 DOI: 10.1371/journal.pcbi.1000493  1
2009 Lengyel M, Dayan P. Hippocampal contributions to control: The third way Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference 1
2009 Pfister JP, Dayan P, Lengyel M. Know thy neighbour: A normative theory of synaptic depression Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 1464-1472.  1
2008 Latham PE, Lengyel M. Phase coding: spikes get a boost from local fields. Current Biology : Cb. 18: R349-51. PMID 18430638 DOI: 10.1016/j.cub.2008.02.062  1
2008 Orbán G, Fiser J, Aslin RN, Lengyel M. Bayesian learning of visual chunks by human observers. Proceedings of the National Academy of Sciences of the United States of America. 105: 2745-50. PMID 18268353 DOI: 10.1073/pnas.0708424105  1
2007 Lengyel M, Dayan P. Uncertainty, phase and oscillatory hippocampal recall Advances in Neural Information Processing Systems. 833-840.  1
2005 Lengyel M, Kwag J, Paulsen O, Dayan P. Matching storage and recall: hippocampal spike timing-dependent plasticity and phase response curves. Nature Neuroscience. 8: 1677-83. PMID 16261136 DOI: 10.1038/nn1561  1
2005 Huhn Z, Orbán G, Erdi P, Lengyel M. Theta oscillation-coupled dendritic spiking integrates inputs on a long time scale. Hippocampus. 15: 950-62. PMID 16108010 DOI: 10.1002/hipo.20112  1
2005 Lengyel M, Huhn Z, Erdi P. Computational theories on the function of theta oscillations. Biological Cybernetics. 92: 393-408. PMID 15900483 DOI: 10.1007/s00422-005-0567-x  1
2005 Huhn Z, Lengyel M, Orbán G, Érdi P. Dendritic spiking accounts for rate and phase coding in a biophysical model of a hippocampal place cell Neurocomputing. 65: 331-341. DOI: 10.1016/j.neucom.2004.10.026  1
2005 Orbán G, Fiser J, Aslin RN, Lengyel M. Bayesian model learning in human visual perception Advances in Neural Information Processing Systems. 1043-1050.  1
2005 Lengyel M, Dayan P. Rate-and phase-coded autoassociative memory Advances in Neural Information Processing Systems 1
2004 Lengyel M, Erdi P. Theta-modulated feedforward network generates rate and phase coded firing in the entorhino-hippocampal system. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 1092-9. PMID 15484886 DOI: 10.1109/TNN.2004.833304  1
2004 Papp G, Huhn Z, Lengyel M, Érdi P. Effect of dendritic location and different components of LTP expression on the bursting activity of hippocampal CA1 pyramidal cells Neurocomputing. 58: 691-697. DOI: 10.1016/j.neucom.2004.01.115  1
2003 Zalányi L, Csárdi G, Kiss T, Lengyel M, Warner R, Tobochnik J, Erdi P. Properties of a random attachment growing network. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 68: 066104. PMID 14754266  1
2003 Lengyel M, Szatmáry Z, Erdi P. Dynamically detuned oscillations account for the coupled rate and temporal code of place cell firing. Hippocampus. 13: 700-14. PMID 12962315 DOI: 10.1002/hipo.10116  1
2001 Orbán G, Kiss T, Lengyel M, Erdi P. Hippocampal rhythm generation: gamma-related theta-frequency resonance in CA3 interneurons. Biological Cybernetics. 84: 123-32. PMID 11205349 DOI: 10.1007/s004220000199  1
2001 Kiss T, Orbán G, Lengyel M, Érdi P. Intrahippocampal gamma and theta rhythm generation in a network model of inhibitory interneurons Neurocomputing. 38: 713-719. DOI: 10.1016/S0925-2312(01)00358-7  1
2001 Misják F, Lengyel M, Érdi P. Episodic memory and cognitive map in a rate model network of the rat hippocampus Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2130: 1135-1140. DOI: 10.1007/3-540-44668-0_158  1
1999 Bazsó F, Kepecs A, Lengyel M, Payrits S, Szalisznyó K, Zalányi L, Erdi P. Single cell and population activities in cortical-like systems. Reviews in the Neurosciences. 10: 201-12. PMID 10526887  1
1999 Lengyel M, Kepecs A, Érdi P. Location-dependent differences between somatic and dendritic IPSPs Neurocomputing. 26: 193-197. DOI: 10.1016/S0925-2312(99)00081-8  1
1996 Adorján P, Barna G, Erdi P, Gróbler T, Kepecs A, Lengyel M, Ventriglia F. Multicompartmental modeling of hippocampal pyramidal cells and interneurons with the GENESIS software tool. Neurobiology (Budapest, Hungary). 4: 247-9. PMID 9044354  1
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