Matthijs Pals

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Recurrent Neural Networks

Discriminatively Trained

Top Venues

PLoS Comput. Biol.

Publications

Sebastian Bischoff, Alana Darcher, Michael Deistler, Richard Gao, Franziska Gerken, Manuel Glöckler, Lisa Haxel, Jaivardhan Kapoor, Janne K. Lappalainen, Jakob H. Macke, Guy Moss, Matthijs Pals, Felix Pei, Rachel Rapp, A Erdem Sagtekin, Cornelius Schröder, Auguste Schulz, Zinovia Stefanidi, Shoji Toyota, Linda Ulmer, Julius Vetter
A Practical Guide to Statistical Distances for Evaluating Generative Models in Science. CoRR (2024)
Matthijs Pals, Jakob H. Macke, Omri Barak
Trained recurrent neural networks develop phase-locked limit cycles in a working memory task. PLoS Comput. Biol. 20 (2) (2024)
Matthijs Pals, A Erdem Sagtekin, Felix Pei, Manuel Glöckler, Jakob H. Macke
Inferring stochastic low-rank recurrent neural networks from neural data. CoRR (2024)
Matthijs Pals, Rafael J. Pérez Belizón, Nicolas Berberich, Stefan K. Ehrlich, John Nassour, Gordon Cheng
Demonstrating the Viability of Mapping Deep Learning Based EEG Decoders to Spiking Networks on Low-powered Neuromorphic Chips. EMBC (2021)
Matthijs Pals, Terrence C. Stewart, Elkan G. Akyürek, Jelmer P. Borst
A functional spiking-neuron model of activity-silent working memory in humans based on calcium-mediated short-term synaptic plasticity. PLoS Comput. Biol. 16 (6) (2020)