Máté Lengyel

According to our database, Máté Lengyel authored at least 33 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability.

David Liu, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Training stochastic stabilized supralinear networks by dynamics-neutral growth.

Wayne Soo, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

A universal probabilistic spike count model reveals ongoing modulation of neural variability.

David Liu, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

To Teach Better, Learn First.

Oana Stanciu, Máté Lengyel, József Fiser

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Confirmation Bias Trumps Performance Optimization in Overt Active Learning.

Yul Kang, Daniel M. Wolpert, Máté Lengyel

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Exact natural gradient in deep linear networks and its application to the nonlinear case.

Alberto Bernacchia, Máté Lengyel, Guillaume Hennequin

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Perceptual decision making from correlated samples.

Oana Stanciu, Máté Lengyel, Daniel M. Wolpert, József Fiser

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

The Hamiltonian Brain: Efficient Probabilistic Inference with Excitatory-Inhibitory Neural Circuit Dynamics.

Laurence Aitchison, Máté Lengyel

PLoS Comput. Biol., 2016

Efficient state-space modularization for planning: theory, behavioral and neural signatures.

Daniel C. McNamee, Daniel M. Wolpert, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Is human learning driven by Prediction Error?

Jirí Cevora, Máté Lengyel, Richard N. Henson

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2014

Optimal Recall from Bounded Metaplastic Synapses: Predicting Functional Adaptations in Hippocampal Area CA3.

Cristina Savin, Peter Dayan, Máté Lengyel

PLoS Comput. Biol., 2014

A Dual Algorithm for Olfactory Computation in the Locust Brain.

Sina Tootoonian, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Fast Sampling-Based Inference in Balanced Neuronal Networks.

Guillaume Hennequin, Laurence Aitchison, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Analog Memories in a Balanced Rate-Based Network of E-I Neurons.

Dylan Festa, Guillaume Hennequin, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Correlations strike back (again): the case of associative memory retrieval.

Cristina Savin, Peter Dayan, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2011

Bayesian Active Learning for Classification and Preference Learning

Neil Houlsby, Ferenc Huszar, Zoubin Ghahramani, Máté Lengyel

CoRR, 2011

Active dendrites: adaptation to spike-based communication.

Balázs Ujfalussy, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories.

Cristina Savin, Peter Dayan, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2009

The Role of Ongoing Dendritic Oscillations in Single-Neuron Dynamics.

Michiel W. H. Remme, Máté Lengyel, Boris S. Gutkin

PLoS Comput. Biol., 2009

Know Thy Neighbour: A Normative Theory of Synaptic Depression.

Jean-Pascal Pfister, Peter Dayan, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2007

Hippocampal Contributions to Control: The Third Way.

Máté Lengyel, Peter Dayan

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006

Uncertainty, phase and oscillatory hippocampal recall.

Máté Lengyel, Peter Dayan

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2005

Dendritic spiking accounts for rate and phase coding in a biophysical model of a hippocampal place cell.

Zsófia Huhn, Máté Lengyel, Gergo Orbán, Péter Érdi

Neurocomputing, 2005

Computational theories on the function of theta oscillations.

Máté Lengyel, Zsófia Huhn, Péter Érdi

Biol. Cybern., 2005

Bayesian model learning in human visual perception.

Gergo Orbán, József Fiser, Richard N. Aslin, Máté Lengyel

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2004

Theta-modulated feedforward network generates rate and phase coded firing in the entorhino-hippocampal system.

Máté Lengyel, Péter Érdi

IEEE Trans. Neural Networks, 2004

Effect of dendritic location and different components of LTP expression on the bursting activity of hippocampal CA1 pyramidal cells.

Gergely Papp, Zsófia Huhn, Máté Lengyel, Péter Érdi

Neurocomputing, 2004

Rate- and Phase-coded Autoassociative Memory.

Máté Lengyel, Peter Dayan

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2001

Intrahippocampal gamma and theta rhythm generation in a network model of inhibitory interneurons.

Tamás Kiss, Gergo Orbán, Máté Lengyel, Péter Érdi

Neurocomputing, 2001

Hippocampal rhythm generation: Gamma-related theta-frequency resonance in CA3 interneurons.

Gergo Orbán, Tamás Kiss, Máté Lengyel, Péter Érdi

Biol. Cybern., 2001

Episodic Memory and Cognitive Map in a Rate Model Network of the Rat Hippocampus.

Fanni Misják, Máté Lengyel, Péter Érdi

Proceedings of the Artificial Neural Networks, 2001

1999

Location-dependent differences between somatic and dendritic IPSPs.

Máté Lengyel, Ádám Kepecs, Péter Érdi

Neurocomputing, 1999

1998

Dynamics of the Hippocampus: Multiple Strategies.

Péter Érdi, Ádám Kepecs, Máté Lengyel, Klaus Obermayer, Zoltán Szatmáry

Proceedings of the Fifth International Conference on Neural Information Processing, 1998