| Optimal kronecker-sum approximation of real time recurrent learning F Benzing, MM Gauy, A Mujika, A Martinsson, A Steger International Conference on Machine Learning, 604-613, 2019 | 24 | 2019 |
| Improving gradient estimation in evolutionary strategies with past descent directions F Meier, A Mujika, MM Gauy, A Steger arXiv preprint arXiv:1910.05268, 2019 | 17 | 2019 |
| Erdős–Ko–Rado for random hypergraphs: asymptotics and stability MM Gauy, H Han, IC Oliveira Combinatorics, Probability and Computing 26 (3), 406-422, 2017 | 16 | 2017 |
| A hippocampal model for behavioral time acquisition and fast bidirectional replay of spatio-temporal memory sequences MM Gauy, J Lengler, H Einarsson, F Meier, F Weissenberger, MF Yanik, ... Frontiers in Neuroscience 12, 961, 2018 | 13* | 2018 |
| The linear hidden subset problem for the (1+ 1) EA with scheduled and adaptive mutation rates H Einarsson, J Lengler, MM Gauy, F Meier, A Mujika, A Steger, ... Proceedings of the Genetic and Evolutionary Computation Conference, 1491-1498, 2018 | 11 | 2018 |
| Audio MFCC-gram Transformers for respiratory insufficiency detection in COVID-19 MM Gauy, M Finger arXiv preprint arXiv:2210.14085, 2022 | 8 | 2022 |
| Pretrained audio neural networks for Speech emotion recognition in Portuguese MM Gauy, M Finger arXiv preprint arXiv:2210.14716, 2022 | 5 | 2022 |
| Multiassociative memory: recurrent synapses increase storage capacity MM Gauy, F Meier, A Steger Neural computation 29 (5), 1375-1405, 2017 | 5 | 2017 |
| Discriminant audio properties in deep learning based respiratory insufficiency detection in Brazilian Portuguese MM Gauy, LC Berti, A Cândido Jr, AC Neto, A Goldman, ASS Levin, ... International Conference on Artificial Intelligence in Medicine, 271-275, 2023 | 4 | 2023 |
| Voltage dependence of synaptic plasticity is essential for rate based learning with short stimuli F Weissenberger, MM Gauy, J Lengler, F Meier, A Steger Scientific reports 8 (1), 1-10, 2018 | 4 | 2018 |
| On the origin of lognormal network synchrony in CA1 F Weissenberger, H Einarsson, M Matheus Gauy, F Meier, A Mujika, ... Hippocampus 28 (11), 824-837, 2018 | 3 | 2018 |
| Team Persuasion D Kohan Marzagão, J Murphy, AP Young, MM Gauy, M Luck, P McBurney, ... Theory and Applications of Formal Argumentation: 4th International Workshop …, 2018 | 3 | 2018 |
| Acoustic models of Brazilian Portuguese Speech based on Neural Transformers MM Gauy, M Finger arXiv preprint arXiv:2312.09265, 2023 | 2 | 2023 |
| Detecting respiratory insufficiency via voice analysis: the SPIRA project SM Aluısio, AC Camargo Neto Practical Machine Learning for Developing Countries at ICLR, 2022 | 2 | 2022 |
| A Model of Fast Hebbian Spike Latency Normalization H Einarsson, MM Gauy, J Lengler, A Steger Frontiers in computational neuroscience 11, 33, 2017 | 2 | 2017 |
| Interpretability analysis of deep models for COVID-19 detection DPP da Silva, E Casanova, LRS Gris, MM Gauy, AC Junior, M Finger, ... Artificial Intelligence in Health 1 (3), 114-126, 2024 | | 2024 |
| Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation MM Gauy, NH Koza, RM Morita, GR Stanzione, AC Junior, LC Berti, ... arXiv preprint arXiv:2407.20989, 2024 | | 2024 |
| The Influence of Memory in Multi-Agent Consensus D Kohan Marzagão, L Basualdo Bonatto, T Madeira, M Matheus Gauy, ... arXiv e-prints, arXiv: 2105.04666, 2021 | | 2021 |
| Mutual Inhibition with Few Inhibitory Cells via Nonlinear Inhibitory Synaptic Interaction F Weissenberger, MM Gauy, X Zou, A Steger Neural computation 31 (11), 2252-2265, 2019 | | 2019 |
| Biological and Artificial Neural Network Mechanisms for Memory and Online Learning M Matheus Gauy ETH Zurich, 2019 | | 2019 |
