A functional spiking-neuron model of activity-silent working memory in humans based on calcium-mediated short-term synaptic plasticity M Pals, TC Stewart, EG Akyürek, JP Borst PLOS Computational Biology 16 (6), e1007936, 2020 | 29 | 2020 |
Trained recurrent neural networks develop phase-locked limit cycles in a working memory task M Pals, JH Macke, O Barak PLOS Computational Biology 20 (2), e1011852, 2024 | 7 | 2024 |
Phase of firing does not reflect temporal order in sequence memory of humans and recurrent neural networks S Liebe, J Niediek, M Pals, TP Reber, J Faber, J Bostroem, CE Elger, ... bioRxiv, 2022.09. 25.509370, 2022 | 5 | 2022 |
Demonstrating the Viability of Mapping Deep Learning Based EEG Decoders to Spiking Networks on Low-powered Neuromorphic Chips M Pals, RJP Belizón, N Berberich, SK Ehrlich, J Nassour, G Cheng 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 4 | 2021 |
A Practical Guide to Statistical Distances for Evaluating Generative Models in Science S Bischoff, A Darcher, M Deistler, R Gao, F Gerken, M Gloeckler, L Haxel, ... arXiv preprint arXiv:2403.12636, 2024 | 3 | 2024 |
Inferring stochastic low-rank recurrent neural networks from neural data M Pals, AE Sağtekin, F Pei, M Gloeckler, JH Macke arXiv preprint arXiv:2406.16749, 2024 | | 2024 |