Máté Lengyel

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 10

Top Topics

Natural Gradient

Reasoning And Decision Making

Neuronal Networks

Top Venues

PLoS Comput. Biol.

Publications

David Liu, Máté Lengyel
Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability. NeurIPS (2023)
Wayne Soo, Máté Lengyel
Training stochastic stabilized supralinear networks by dynamics-neutral growth. NeurIPS (2022)
David Liu, Máté Lengyel
A universal probabilistic spike count model reveals ongoing modulation of neural variability. NeurIPS (2021)
Oana Stanciu, Máté Lengyel, József Fiser
To Teach Better, Learn First. CogSci (2019)
Yul Kang, Daniel M. Wolpert, Máté Lengyel
Confirmation Bias Trumps Performance Optimization in Overt Active Learning. CogSci (2019)
Alberto Bernacchia, Máté Lengyel, Guillaume Hennequin
Exact natural gradient in deep linear networks and its application to the nonlinear case. NeurIPS (2018)
Oana Stanciu, Máté Lengyel, Daniel M. Wolpert, József Fiser
Perceptual decision making from correlated samples. CogSci (2017)
Jirí Cevora, Máté Lengyel, Richard N. Henson
Is human learning driven by Prediction Error? CogSci (2016)
Daniel McNamee, Daniel M. Wolpert, Máté Lengyel
Efficient state-space modularization for planning: theory, behavioral and neural signatures. NIPS (2016)
Laurence Aitchison, Máté Lengyel
The Hamiltonian Brain: Efficient Probabilistic Inference with Excitatory-Inhibitory Neural Circuit Dynamics. PLoS Comput. Biol. 12 (12) (2016)
Guillaume Hennequin, Laurence Aitchison, Máté Lengyel
Fast Sampling-Based Inference in Balanced Neuronal Networks. NIPS (2014)
Sina Tootoonian, Máté Lengyel
A Dual Algorithm for Olfactory Computation in the Locust Brain. NIPS (2014)
Cristina Savin, Peter Dayan, Máté Lengyel
Optimal Recall from Bounded Metaplastic Synapses: Predicting Functional Adaptations in Hippocampal Area CA3. PLoS Comput. Biol. 10 (2) (2014)
Dylan Festa, Guillaume Hennequin, Máté Lengyel
Analog Memories in a Balanced Rate-Based Network of E-I Neurons. NIPS (2014)
Cristina Savin, Peter Dayan, Máté Lengyel
Correlations strike back (again): the case of associative memory retrieval. NIPS (2013)
Neil Houlsby, Ferenc Huszar, Zoubin Ghahramani, Máté Lengyel
Bayesian Active Learning for Classification and Preference Learning CoRR (2011)
Cristina Savin, Peter Dayan, Máté Lengyel
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories. NIPS (2011)
Balázs Ujfalussy, Máté Lengyel
Active dendrites: adaptation to spike-based communication. NIPS (2011)
Michiel W. H. Remme, Máté Lengyel, Boris S. Gutkin
The Role of Ongoing Dendritic Oscillations in Single-Neuron Dynamics. PLoS Comput. Biol. 5 (9) (2009)
Jean-Pascal Pfister, Peter Dayan, Máté Lengyel
Know Thy Neighbour: A Normative Theory of Synaptic Depression. NIPS (2009)
Máté Lengyel, Peter Dayan
Hippocampal Contributions to Control: The Third Way. NIPS (2007)
Máté Lengyel, Peter Dayan
Uncertainty, phase and oscillatory hippocampal recall. NIPS (2006)
Máté Lengyel, Zsófia Huhn, Péter Érdi
Computational theories on the function of theta oscillations. Biol. Cybern. 92 (6) (2005)
Gergo Orbán, József Fiser, Richard N. Aslin, Máté Lengyel
Bayesian model learning in human visual perception. NIPS (2005)
Zsófia Huhn, Máté Lengyel, Gergo Orbán, Péter Érdi
Dendritic spiking accounts for rate and phase coding in a biophysical model of a hippocampal place cell. Neurocomputing (2005)
Máté Lengyel, Peter Dayan
Rate- and Phase-coded Autoassociative Memory. NIPS (2004)
Gergely Papp, Zsófia Huhn, Máté Lengyel, Péter Érdi
Effect of dendritic location and different components of LTP expression on the bursting activity of hippocampal CA1 pyramidal cells. Neurocomputing (2004)
Máté Lengyel, Péter Érdi
Theta-modulated feedforward network generates rate and phase coded firing in the entorhino-hippocampal system. IEEE Trans. Neural Networks 15 (5) (2004)
Gergo Orbán, Tamás Kiss, Máté Lengyel, Péter Érdi
Hippocampal rhythm generation: Gamma-related theta-frequency resonance in CA3 interneurons. Biol. Cybern. 84 (2) (2001)
Fanni Misják, Máté Lengyel, Péter Érdi
Episodic Memory and Cognitive Map in a Rate Model Network of the Rat Hippocampus. ICANN (2001)
Tamás Kiss, Gergo Orbán, Máté Lengyel, Péter Érdi
Intrahippocampal gamma and theta rhythm generation in a network model of inhibitory interneurons. Neurocomputing (2001)
Máté Lengyel, Ádám Kepecs, Péter Érdi
Location-dependent differences between somatic and dendritic IPSPs. Neurocomputing (1999)
Péter Érdi, Ádám Kepecs, Máté Lengyel, Klaus Obermayer, Zoltán Szatmáry
Dynamics of the Hippocampus: Multiple Strategies. ICONIP (1998)