| Activation of serotonin neurons promotes active persistence in a probabilistic foraging task E Lottem, D Banerjee, P Vertechi, D Sarra, M Lohuis, ZF Mainen Nature communications 9 (1), 1000, 2018 | 116 | 2018 |
| Inference-based decisions in a hidden state foraging task: differential contributions of prefrontal cortical areas P Vertechi, E Lottem, D Sarra, B Godinho, I Treves, T Quendera, ... Neuron 106 (1), 166-176. e6, 2020 | 66 | 2020 |
| Learning to represent signals spike by spike W Brendel, R Bourdoukan, P Vertechi, CK Machens, S Denéve PLoS computational biology 16 (3), e1007692, 2020 | 61 | 2020 |
| Unsupervised learning of an efficient short-term memory network P Vertechi, W Brendel, CK Machens Advances in neural information processing systems 27, 2014 | 22 | 2014 |
| Beyond topological persistence: Starting from networks MG Bergomi, M Ferri, P Vertechi, L Zuffi Mathematics 9 (23), 3079, 2021 | 20 | 2021 |
| Rank-based persistence MG Bergomi, P Vertechi arXiv preprint arXiv:1905.09151, 2019 | 16 | 2019 |
| Dependent optics P Vertechi arXiv preprint arXiv:2204.09547, 2022 | 12 | 2022 |
| oude Lohuis M, Mainen ZF (2018) Activation of serotonin neurons promotes active persistence in a probabilistic foraging task E Lottem, D Banerjee, P Vertechi, D Sarra Nat Commun 9, 1000, 0 | 7 | |
| Activation of serotonin neurons promotes active persistence in a probabilistic foraging task. Nat Commun 9: 1000 E Lottem, D Banerjee, P Vertechi, D Sarra, MO Lohuis, ZF Mainen | 4 | 2018 |
| Machines of finite depth: Towards a formalization of neural networks P Vertechi, MG Bergomi Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 10061 …, 2023 | 3 | 2023 |
| Parametric machines: a fresh approach to architecture search P Vertechi, MG Bergomi arXiv preprint arXiv:2007.02777, 2020 | 3 | 2020 |
| Neural network layers as parametric spans MG Bergomi, P Vertechi arXiv preprint arXiv:2208.00809, 2022 | 2 | 2022 |
| Generalized Persistence for Equivariant Operators in Machine Learning MG Bergomi, M Ferri, A Mella, P Vertechi Machine Learning and Knowledge Extraction 5 (2), 346-358, 2023 | 1 | 2023 |
| Comparing neural networks via generalized persistence MG Bergomi, P Vertechi SIS, 2020 | 1 | 2020 |
| Addendum to``Rank-based persistence'' MG Bergomi, P Vertechi Theory and Applications of Categories 39 (14), 444-446, 2023 | | 2023 |
| Persistence-based operators in machine learning MG Bergomi, M Ferri, A Mella, P Vertechi arXiv preprint arXiv:2212.13985, 2022 | | 2022 |
| Latent variable decoding in biological and artificial agents P Vertechi | | 2020 |
