3 citations · 5 across the 3 of their papers we have counts for
3 papers
q-bio.NC2025
A flexible Bayesian non-parametric mixture model reveals multiple dependencies of swap errors in visual working memory
Puria Radmard, Paul M. Bays, Máté Lengyel
Human behavioural data in psychophysics has been used to elucidate the underlying mechanisms of many cognitive processes, such as attention, sensorimotor integration, and perceptua…
q-bio.NC2016★ 3 cited
Characterizing variability in nonlinear recurrent neuronal networks
Guillaume Hennequin, Máté Lengyel
In this note, we develop semi-analytical techniques to obtain the full correlational structure of a stochastic network of nonlinear neurons described by rate variables. Under the a…
q-bio.NC2014★ 2 cited
Fast sampling for Bayesian inference in neural circuits
Guillaume Hennequin, Laurence Aitchison, Máté Lengyel
Time is at a premium for recurrent network dynamics, and particularly so when they are stochastic and correlated: the quality of inference from such dynamics fundamentally depends…