Alberto Bernacchia
Alberto Bernacchia
Director of AI Research at MediaTek Research UK
Verified email at
Cited by
Cited by
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
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
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
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
On the equivalence of Hopfield networks and Boltzmann machines
A Barra, A Bernacchia, E Santucci, P Contucci
Neural Networks 34, 1-9, 2012
A diversity of localized timescales in network activity
R Chaudhuri, A Bernacchia, XJ Wang
elife 3, e01239, 2014
Multiple-object working memory—a model for behavioral performance
DJ Amit, A Bernacchia, V Yakovlev
Cerebral Cortex 13 (5), 435-443, 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
Self-consistent method for density estimation
A Bernacchia, S Pigolotti
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 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
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
Decorrelation by recurrent inhibition in heterogeneous neural circuits
A Bernacchia, XJ Wang
Neural computation 25 (7), 1732-1767, 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
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
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
Meta-learning with negative learning rates
A Bernacchia
arXiv preprint arXiv:2102.00940, 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
Uniform generalization bounds for overparameterized neural networks
S Vakili, M Bromberg, J Garcia, D Shiu, A Bernacchia
arXiv preprint arXiv:2109.06099, 2021
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
Detecting spatial patterns with the cumulant function–Part 1: The theory
A Bernacchia, P Naveau
Nonlinear Processes in Geophysics 15 (1), 159-167, 2008
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