Mate Lengyel, Ph.D.
Affiliations: | Engineering | University of Cambridge, Cambridge, England, United Kingdom |
Area:
computational neuroscienceWebsite:
http://www.eng.cam.ac.uk/~m.lengyelGoogle:
"Mate Lengyel"Mean distance: 13.22 (cluster 17) | S | N | B | C | P |
Parents
Sign in to add mentor| Peter Erdi | grad student | 2000-2003 | Eötvös Loránd University |
| Peter Dayan | post-doc | UCL |
Children
Sign in to add trainee| Jeroen Olieslagers | research assistant | 2020-2021 | Cambridge |
| Nikon A. Rasumov | grad student | 2008-2011 | Cambridge |
| David GT Barrett | post-doc | Cambridge | |
| Jake Patrick Stroud | post-doc | ||
| Marcelo Gomes Mattar | post-doc | 2016- | Cambridge |
| Yul H R Kang | post-doc | 2018- | Cambridge |
BETA: Related publications
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Publications
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| Mattar MG, Lengyel M. (2022) Planning in the brain. Neuron |
| Echeveste R, Aitchison L, Hennequin G, et al. (2020) Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference. Nature Neuroscience |
| Ujfalussy BB, Makara JK, Lengyel M, et al. (2018) Global and Multiplexed Dendritic Computations under In Vivo-like Conditions. Neuron. 100: 579-592.e5 |
| Hennequin G, Ahmadian Y, Rubin DB, et al. (2018) 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 |
| Aitchison L, Lengyel M. (2016) The Hamiltonian Brain: Efficient Probabilistic Inference with Excitatory-Inhibitory Neural Circuit Dynamics. Plos Computational Biology. 12: e1005186 |
| Ujfalussy BB, Makara JK, Branco T, et al. (2015) Dendritic nonlinearities are tuned for efficient spike-based computations in cortical circuits. Elife. 4 |
| Savin C, Dayan P, Lengyel M. (2014) Optimal recall from bounded metaplastic synapses: predicting functional adaptations in hippocampal area CA3. Plos Computational Biology. 10: e1003489 |
| Savin C, Dayan P, Lengyel M. (2013) Correlations strike back (again): The case of associative memory retrieval Advances in Neural Information Processing Systems |
| Berkes P, Orbán G, Lengyel M, et al. (2011) Spontaneous cortical activity reveals hallmarks of an optimal internal model of the environment. Science (New York, N.Y.). 331: 83-7 |
| Pfister JP, Lengyel M. (2011) Interactions between short-term and long-term plasticity: shooting for a moving target Nature Precedings. 1-1 |