Mate Lengyel, Ph.D. - Publications

Engineering University of Cambridge, Cambridge, England, United Kingdom 
computational neuroscience

38 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
2023 Stroud JP, Watanabe K, Suzuki T, Stokes MG, Lengyel M. Optimal information loading into working memory explains dynamic coding in the prefrontal cortex. Proceedings of the National Academy of Sciences of the United States of America. 120: e2307991120. PMID 37983510 DOI: 10.1073/pnas.2307991120  0.712
2022 Mattar MG, Lengyel M. Planning in the brain. Neuron. PMID 35041804 DOI: 10.1016/j.neuron.2021.12.018  0.617
2020 Echeveste R, Aitchison L, Hennequin G, Lengyel M. Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference. Nature Neuroscience. PMID 32778794 DOI: 10.1038/S41593-020-0671-1  0.331
2019 Gáspár ME, Polack PO, Golshani P, Lengyel M, Orbán G. Representational untangling by the firing rate nonlinearity in V1 simple cells. Elife. 8. PMID 31502537 DOI: 10.7554/Elife.43625  0.303
2018 Ujfalussy BB, Makara JK, Lengyel M, Branco T. Global and Multiplexed Dendritic Computations under In Vivo-like Conditions. Neuron. 100: 579-592.e5. PMID 30408443 DOI: 10.1016/J.Neuron.2018.08.032  0.333
2018 Hennequin G, Ahmadian Y, Rubin DB, Lengyel M, Miller KD. The Dynamical Regime of Sensory Cortex: Stable Dynamics around a Single Stimulus-Tuned Attractor Account for Patterns of Noise Variability. Neuron. 98: 846-860.e5. PMID 29772203 DOI: 10.1016/J.Neuron.2018.04.017  0.34
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  0.371
2015 Ujfalussy BB, Makara JK, Branco T, Lengyel M. Dendritic nonlinearities are tuned for efficient spike-based computations in cortical circuits. Elife. 4. PMID 26705334 DOI: 10.7554/Elife.10056  0.362
2015 Fiser J, Koblinger A, Lengyel M. Modeling information integration in sequential visual decision-making. Journal of Vision. 15: 90. PMID 26325778 DOI: 10.1167/15.12.90  0.303
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  0.641
2013 Savin C, Dayan P, Lengyel M. Correlations strike back (again): The case of associative memory retrieval Advances in Neural Information Processing Systems 0.536
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  0.317
2011 Pfister JP, Lengyel M. Interactions between short-term and long-term plasticity: shooting for a moving target Nature Precedings. 1-1. DOI: 10.1038/Npre.2011.5857.1  0.33
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 0.55
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  0.582
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  0.361
2010 Fiser J, Orban G, Lengyel M. Linking implicit chunk learning and the capacity of working memory Journal of Vision. 8: 213-213. DOI: 10.1167/8.6.213  0.315
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: 10.1038/Npre.2009.3335.1  0.376
2009 Remme MWH, Lengyel M, Gutkin BS. Requirements for a single cell mechanism of entorhinal “grid field” activity: role of dendritic oscillators and coupling Nature Precedings. DOI: 10.1038/Npre.2009.3338.1  0.307
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.  0.495
2009 Lengyel M, Dayan P. Hippocampal contributions to control: The third way Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference 0.493
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  0.544
2007 Lengyel M, Dayan P. Uncertainty, phase and oscillatory hippocampal recall Advances in Neural Information Processing Systems. 833-840.  0.528
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  0.645
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  0.655
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  0.636
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  0.638
2005 Lengyel M, Dayan P. Rate-and phase-coded autoassociative memory Advances in Neural Information Processing Systems 0.555
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  0.653
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  0.594
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 DOI: 10.1103/Physreve.68.066104  0.56
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  0.645
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  0.614
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  0.613
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  0.61
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 DOI: 10.1515/Revneuro.1999.10.3-4.201  0.609
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  0.592
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  0.553
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