Johanni Brea
École Polytechnique Fédérale de Lausanne
H-index: 17
Europe-Switzerland
Top articles of Johanni Brea
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Should Under-parameterized Student Networks Copy or Average Teacher Weights? | Advances in Neural Information Processing Systems | Berfin Simsek Amire Bendjeddou Wulfram Gerstner Johanni Brea | 2024/2/13 |
MLPGradientFlow: going with the flow of multilayer perceptrons (and finding minima fast and accurately) | arXiv preprint arXiv:2301.10638 | Johanni Brea Flavio Martinelli Berfin Şimşek Wulfram Gerstner | 2023/1/25 |
Surprise and novelty in the brain | Alireza Modirshanechi Sophia Becker Johanni Brea Wulfram Gerstner | 2023/10/1 | |
Computational models of episodic-like memory in food-caching birds | Nature Communications | Johanni Brea Nicola S Clayton Wulfram Gerstner | 2023/5/23 |
Expand-and-Cluster: Exact Parameter Recovery of Neural Networks | arXiv preprint arXiv:2304.12794 | Flavio Martinelli Berfin Simsek Johanni Brea Wulfram Gerstner | 2023/4/25 |
Convergence of redundancy-free spiking neural networks to rate networks | arXiv preprint arXiv:2303.05174 | Valentin Schmutz Johanni Brea Wulfram Gerstner | 2023/3/9 |
Neural NID Rules | arXiv preprint arXiv:2202.06036 | Luca Viano Johanni Brea | 2022/2/12 |
Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making | NeuroImage | Vasiliki Liakoni Marco P Lehmann Alireza Modirshanechi Johanni Brea Antoine Lutti | 2022/2/1 |
Kernel Memory Networks: A Unifying Framework for Memory Modeling | Advances in Neural Information Processing Systems | Georgios Iatropoulos Johanni Brea Wulfram Gerstner | 2022/12/6 |
Remembering the “when”: Hebbian memory models for the time of past events | bioRxiv | Johanni Brea Alireza Modirshanechi Georgios Iatropoulos Wulfram Gerstner | 2022/11/29 |
A taxonomy of surprise definitions | Journal of Mathematical Psychology | Alireza Modirshanechi Johanni Brea Wulfram Gerstner | 2022/9/1 |
GaussianProcesses. jl: A Nonparametric Bayes Package for the Julia Language | Journal of Statistical Software | Jamie Fairbrother Christopher Nemeth Maxime Rischard Johanni Brea Thomas Pinder | 2022/4/30 |
Geometry of the loss landscape in overparameterized neural networks: Symmetries and invariances | Berfin Simsek François Ged Arthur Jacot Francesco Spadaro Clément Hongler | 2021/7/1 | |
Learning in Volatile Environments With the Bayes Factor Surprise | Neural Computation | Vasiliki Liakoni* Alireza Modirshanechi* Wulfram Gerstner Johanni Brea | 2021/2 |
Fitting summary statistics of neural data with a differentiable spiking network simulator | Advances in Neural Information Processing Systems | Guillaume Bellec* Shuqi Wang* Alireza Modirshanechi Johanni Brea Wulfram Gerstner | 2021/6/18 |
Testing two competing hypotheses for Eurasian jays’ caching for the future | Scientific reports | Piero Amodio Johanni Brea Benjamin G Farrar Ljerka Ostojić Nicola S Clayton | 2021/1/12 |
Surprise: a unified theory and experimental predictions | bioRxiv | Alireza Modirshanechi Johanni Brea Wulfram Gerstner | 2021/11/4 |
Learning Abstract Representations in Reinforcement Learning via Model Sparsity | Sergei Volodin Wulfram Gerstner Johanni Brea | 2021/7/19 | |
On the choice of metric in gradient-based theories of brain function | PLoS computational biology | Simone Carlo Surace Jean-Pascal Pfister Wulfram Gerstner Johanni Brea | 2020/4/9 |
