A hierarchy of intrinsic timescales across primate cortex JD Murray, A Bernacchia, DJ Freedman, R Romo, JD Wallis, X Cai, ... Nature neuroscience 17 (12), 1661-1663, 2014 | 826 | 2014 |
Hierarchy of transcriptomic specialization across human cortex captured by structural neuroimaging topography JB Burt, M Demirtaş, WJ Eckner, NM Navejar, JL Ji, WJ Martin, ... Nature neuroscience 21 (9), 1251-1259, 2018 | 488 | 2018 |
Stable population coding for working memory coexists with heterogeneous neural dynamics in prefrontal cortex JD Murray, A Bernacchia, NA Roy, C Constantinidis, R Romo, XJ Wang Proceedings of the National Academy of Sciences 114 (2), 394-399, 2017 | 343 | 2017 |
A reservoir of time constants for memory traces in cortical neurons A Bernacchia, H Seo, D Lee, XJ Wang Nature neuroscience 14 (3), 366-372, 2011 | 334 | 2011 |
On the equivalence of Hopfield networks and Boltzmann machines A Barra, A Bernacchia, E Santucci, P Contucci Neural Networks 34, 1-9, 2012 | 140 | 2012 |
A diversity of localized timescales in network activity R Chaudhuri, A Bernacchia, XJ Wang elife 3, e01239, 2014 | 78 | 2014 |
Multiple-object working memory—a model for behavioral performance DJ Amit, A Bernacchia, V Yakovlev Cerebral Cortex 13 (5), 435-443, 2003 | 73 | 2003 |
Exact natural gradient in deep linear networks and its application to the nonlinear case A Bernacchia, M Lengyel, G Hennequin Advances in Neural Information Processing Systems 31, 2018 | 55 | 2018 |
Self-consistent method for density estimation A Bernacchia, S Pigolotti Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2011 | 54 | 2011 |
Natural continual learning: success is a journey, not (just) a destination TC Kao, K Jensen, G van de Ven, A Bernacchia, G Hennequin Advances in neural information processing systems 34, 28067-28079, 2021 | 43 | 2021 |
Optimal order simple regret for Gaussian process bandits S Vakili, N Bouziani, S Jalali, A Bernacchia, D Shiu Advances in Neural Information Processing Systems 34, 21202-21215, 2021 | 39 | 2021 |
Decorrelation by recurrent inhibition in heterogeneous neural circuits A Bernacchia, XJ Wang Neural computation 25 (7), 1732-1767, 2013 | 30 | 2013 |
Characterizing the short-term habituation of event-related evoked potentials F Mancini, A Pepe, A Bernacchia, G Di Stefano, A Mouraux, GD Iannetti ENeuro 5 (5), 2018 | 24 | 2018 |
Improved convergence rates for sparse approximation methods in kernel-based learning S Vakili, J Scarlett, D Shiu, A Bernacchia International Conference on Machine Learning, 21960-21983, 2022 | 22 | 2022 |
Non-reversible Gaussian processes for identifying latent dynamical structure in neural data V Rutten, A Bernacchia, M Sahani, G Hennequin Advances in neural information processing systems 33, 9622-9632, 2020 | 22 | 2020 |
Meta-learning with negative learning rates A Bernacchia arXiv preprint arXiv:2102.00940, 2021 | 21 | 2021 |
Uniform generalization bounds for overparameterized neural networks S Vakili, M Bromberg, J Garcia, D Shiu, A Bernacchia arXiv preprint arXiv:2109.06099, 2021 | 18 | 2021 |
Multi-item working memory—a behavioral study V Yakovlev, A Bernacchia, T Orlov, S Hochstein, D Amit Cerebral Cortex 15 (5), 602-615, 2005 | 18 | 2005 |
Impact of spatiotemporally correlated images on the structure of memory A Bernacchia, DJ Amit Proceedings of the National Academy of Sciences 104 (9), 3544-3549, 2007 | 14 | 2007 |
Detecting spatial patterns with the cumulant function–Part 1: The theory A Bernacchia, P Naveau Nonlinear Processes in Geophysics 15 (1), 159-167, 2008 | 13 | 2008 |