Máté Lengyel
16 papers · 2006–2025 · 2 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (44) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🌟
Keyword Trendsetter Combo
(4)
🔬
Deep Specialist
(11)
🧬
Topic Evolution
🏆
Keyword Champion
(3)
🧭
Keyword Pioneer
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
📈
Trend Setter
🗃️
Keyword Collector
(137)
Venues
Top co-authors
Research topics
Machine Learning
(16)
Artificial Intelligence
(12)
Interdisciplinary
(12)
Optimization & Theory
(12)
Science
(11)
Cognitive Science
(9)
Core AI
(8)
Deep Learning
(7)
Architectures
(6)
Bayesian & Probabilistic · Machine Learning
(6)
Mathematics & Optimization
(5)
Bayesian & Probabilistic · Artificial Intelligence
(5)
Core Methods
(5)
Learning Types
(4)
Optimization
(3)
Keywords
neural network
(4)
memory retrieval
(4)
autoassociative memory
(3)
synaptic plasticity
(3)
computational neuroscience
(3)
associative memory
(3)
synaptic weight
(2)
second-order optimization
(2)
bayesian inference
(2)
cognitive modeling
(2)
neural computation
(2)
variational inference
(2)
markov chain monte carlo
(2)
hierarchical planning
(1)
gaussian scale mixtures
(1)
probabilistic modeling
(1)
compressive sensing
(1)
bayesian nonparametrics
(1)
sparse recovery
(1)
memory recall
(1)
Papers
Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA
ICLR 2025
Second-order forward-mode optimization of recurrent neural networks for neuroscience
NeurIPS 2024
Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability
NeurIPS 2023
Training stochastic stabilized supralinear networks by dynamics-neutral growth
NeurIPS 2022
A universal probabilistic spike count model reveals ongoing modulation of neural variability
NeurIPS 2021
Exact natural gradient in deep linear networks and its application to the nonlinear case
NeurIPS 2018
Efficient state-space modularization for planning: theory, behavioral and neural signatures
NeurIPS 2016
A Dual Algorithm for Olfactory Computation in the Locust Brain
NeurIPS 2014
Analog Memories in a Balanced Rate-Based Network of E-I Neurons
NeurIPS 2014
Fast Sampling-Based Inference in Balanced Neuronal Networks
NeurIPS 2014
Correlations strike back (again): the case of associative memory retrieval
NeurIPS 2013
Active dendrites: adaptation to spike-based communication
NeurIPS 2011
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories
NeurIPS 2011
Know Thy Neighbour: A Normative Theory of Synaptic Depression
NeurIPS 2009
Hippocampal Contributions to Control: The Third Way
NeurIPS 2007
Uncertainty, phase and oscillatory hippocampal recall
NeurIPS 2006