List of works - Máté Lengyel

Active sensing in the categorization of visual patterns.

scientific article published on 10 February 2016

Bayesian learning of visual chunks by human observers.

scholarly article

Cognitive tomography reveals complex, task-independent mental representations

scientific article

Computational theories on the function of theta oscillations.

scientific article

Correction: Active sensing in the categorization of visual patterns.

scientific article published on 6 February 2017

Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference

scientific article published on 10 August 2020

Dendritic nonlinearities are tuned for efficient spike-based computations in cortical circuits

scientific article published on 24 December 2015

Dynamically detuned oscillations account for the coupled rate and temporal code of place cell firing

scientific article published in January 2003

Global and Multiplexed Dendritic Computations under In Vivo-like Conditions

scientific article published on 01 November 2018

Goal-Directed Decision Making with Spiking Neurons

scientific article published on February 2016

Matching storage and recall: hippocampal spike timing-dependent plasticity and phase response curves

scientific article published on 30 October 2005

Multicompartmental modeling of hippocampal pyramidal cells and interneurons with the GENESIS software tool

scientific article published on 01 January 1996

Neural Variability and Sampling-Based Probabilistic Representations in the Visual Cortex

scientific article published on October 2016

Optimal recall from bounded metaplastic synapses: predicting functional adaptations in hippocampal area CA3.

scientific article

Phase coding: spikes get a boost from local fields

scientific article published on 01 April 2008

Properties of a random attachment growing network.

scientific article published on 17 December 2003

Representational untangling by the firing rate nonlinearity in V1 simple cells

scientific article published on 10 September 2019

Spontaneous cortical activity reveals hallmarks of an optimal internal model of the environment.

scientific article

Statistical treatment of looking-time data

scientific article

Statistically optimal perception and learning: from behavior to neural representations

scientific article

Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials ⬇️

scientific article published on September 19, 2010

The Dynamical Regime of Sensory Cortex: Stable Dynamics around a Single Stimulus-Tuned Attractor Account for Patterns of Noise Variability.

scientific article

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

scientific article

The Redemption of Noise: Inference with Neural Populations

scientific article published in November 2018

Theoretical perspectives on active sensing

scientific article published on 01 October 2018

Theta oscillation-coupled dendritic spiking integrates inputs on a long time scale.

scientific article published in January 2005

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

scientific article published in September 2004

Unimodal statistical learning produces multimodal object-like representations

scientific article published on 01 May 2019

With or without you: predictive coding and Bayesian inference in the brain.

scientific article published on 20 September 2017

List of works by Máté Lengyel

Active sensing in the categorization of visual patterns.

Bayesian learning of visual chunks by human observers.

Cognitive tomography reveals complex, task-independent mental representations

Computational theories on the function of theta oscillations.

Correction: Active sensing in the categorization of visual patterns.

Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference

Dendritic nonlinearities are tuned for efficient spike-based computations in cortical circuits

Dynamically detuned oscillations account for the coupled rate and temporal code of place cell firing

Global and Multiplexed Dendritic Computations under In Vivo-like Conditions

Goal-Directed Decision Making with Spiking Neurons

Matching storage and recall: hippocampal spike timing-dependent plasticity and phase response curves

Multicompartmental modeling of hippocampal pyramidal cells and interneurons with the GENESIS software tool

Neural Variability and Sampling-Based Probabilistic Representations in the Visual Cortex

Optimal recall from bounded metaplastic synapses: predicting functional adaptations in hippocampal area CA3.

Phase coding: spikes get a boost from local fields

Properties of a random attachment growing network.

Representational untangling by the firing rate nonlinearity in V1 simple cells

Spontaneous cortical activity reveals hallmarks of an optimal internal model of the environment.

Statistical treatment of looking-time data

Statistically optimal perception and learning: from behavior to neural representations

Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials ⬇️

The Dynamical Regime of Sensory Cortex: Stable Dynamics around a Single Stimulus-Tuned Attractor Account for Patterns of Noise Variability.

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

The Redemption of Noise: Inference with Neural Populations

Theoretical perspectives on active sensing

Theta oscillation-coupled dendritic spiking integrates inputs on a long time scale.

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

Unimodal statistical learning produces multimodal object-like representations

With or without you: predictive coding and Bayesian inference in the brain.