Lengyel, Máté

19 publications

ICLR 2025 Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA Changmin Yu, Maneesh Sahani, Máté Lengyel

NeurIPS 2024 Second-Order Forward-Mode Optimization of Recurrent Neural Networks for Neuroscience Youjing Yu, Rui Xia, Qingxi Ma, Máté Lengyel, Guillaume Hennequin

NeurIPSW 2024 Uncovering Neural Encoding Variability with Infinite Gaussian Process Factor Analysis Changmin Yu, Máté Lengyel

NeurIPS 2023 Bayesian Nonparametric (non-)renewal Processes for Analyzing Neural Spike Train Variability David Liu, Mate Lengyel

NeurIPS 2022 Training Stochastic Stabilized Supralinear Networks by Dynamics-Neutral Growth Wayne Soo, Mate Lengyel

NeurIPS 2021 A Universal Probabilistic Spike Count Model Reveals Ongoing Modulation of Neural Variability David Liu, Mate Lengyel

NeurIPS 2018 Exact Natural Gradient in Deep Linear Networks and Its Application to the Nonlinear Case Alberto Bernacchia, Mate Lengyel, Guillaume Hennequin

NeurIPS 2016 Efficient State-Space Modularization for Planning: Theory, Behavioral and Neural Signatures Daniel McNamee, Daniel M. Wolpert, Mate Lengyel

NeurIPS 2014 A Dual Algorithm for Olfactory Computation in the Locust Brain Sina Tootoonian, Mate Lengyel

NeurIPS 2014 Analog Memories in a Balanced Rate-Based Network of E-I Neurons Dylan Festa, Guillaume Hennequin, Mate Lengyel

NeurIPS 2014 Fast Sampling-Based Inference in Balanced Neuronal Networks Guillaume Hennequin, Laurence Aitchison, Mate Lengyel

NeurIPS 2013 Correlations Strike Back (again): The Case of Associative Memory Retrieval Cristina Savin, Peter Dayan, Mate Lengyel

NeurIPS 2011 Active Dendrites: Adaptation to Spike-Based Communication Balazs B. Ujfalussy, Máté Lengyel

NeurIPS 2011 Two Is Better than One: Distinct Roles for Familiarity and Recollection in Retrieving Palimpsest Memories Cristina Savin, Peter Dayan, Máté Lengyel

NeurIPS 2009 Know Thy Neighbour: A Normative Theory of Synaptic Depression Jean-pascal Pfister, Peter Dayan, Máté Lengyel

NeurIPS 2007 Hippocampal Contributions to Control: The Third Way Máté Lengyel, Peter Dayan

NeurIPS 2006 Uncertainty, Phase and Oscillatory Hippocampal Recall Máté Lengyel, Peter Dayan

NeurIPS 2005 Bayesian Model Learning in Human Visual Perception Gergő Orbán, Jozsef Fiser, Richard N Aslin, Máté Lengyel

NeurIPS 2004 Rate- and Phase-Coded Autoassociative Memory Máté Lengyel, Peter Dayan