Máté Lengyel
16 papers · 2006–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🌍 Conference Polyglot (2)
🏃
Academic Marathon
(19)
🗺️
Taxonomy Completionist
(12)
🌍
Conference Polyglot
(2)
🌟
Keyword Trendsetter Combo
(3)
🧬
Topic Evolution
🌱
Topic Pioneer
🏆
Keyword Champion
(2)
📈
Trend Setter
🗃️
Keyword Collector
(54)
🚀
Conference Pioneer
💎
Century Club
(16)
🔥
Unstoppable
(5)
Conferences
NIPS (15)
ICLR (1)
Top co-authors
Keywords
memory retrieval
(4)
neural network
(4)
neural computation
(2)
second-order optimization
(2)
autoassociative memory
(2)
bayesian inference
(2)
synaptic weight
(2)
cognitive modeling
(2)
markov chain monte carlo
(2)
independent component analysis
(1)
hierarchical planning
(1)
gaussian scale mixtures
(1)
probabilistic inference
(1)
variational inference
(1)
reinforcement learning
(1)
computational neuroscience
(1)
uncertainty quantification
(1)
compressive sensing
(1)
probabilistic modeling
(1)
oscillatory dynamics
(1)
Papers
Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA
ICLR 2025
Second-order forward-mode optimization of recurrent neural networks for neuroscience
NIPS 2024
Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability
NIPS 2023
Training stochastic stabilized supralinear networks by dynamics-neutral growth
NIPS 2022
A universal probabilistic spike count model reveals ongoing modulation of neural variability
NIPS 2021
Exact natural gradient in deep linear networks and its application to the nonlinear case
NIPS 2018
Efficient state-space modularization for planning: theory, behavioral and neural signatures
NIPS 2016
A Dual Algorithm for Olfactory Computation in the Locust Brain
NIPS 2014
Fast Sampling-Based Inference in Balanced Neuronal Networks
NIPS 2014
Analog Memories in a Balanced Rate-Based Network of E-I Neurons
NIPS 2014
Correlations strike back (again): the case of associative memory retrieval
NIPS 2013
Active dendrites: adaptation to spike-based communication
NIPS 2011
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories
NIPS 2011
Know Thy Neighbour: A Normative Theory of Synaptic Depression
NIPS 2009
Hippocampal Contributions to Control: The Third Way
NIPS 2007
Uncertainty, phase and oscillatory hippocampal recall
NIPS 2006