AB
Alberto Bernacchia
cs.LGstat.MLcs.AIModels, Neurologicalcs.CVq-bio.NCworking memoryattractor modelBayesian inferencecoding
On Valency
published · living versionsW_e7ekdfbq·v1 · currentpublished
Detecting spatial patterns with the cumulant function. Part I: The theory
with Philippe Naveau
1 version
Preprints & journals
37 papers in the corpus · 2004–2026Improved denoising diffusion probabilistic models with efficient non-diagonal covariance modeling2608.21972v1 · Rui Xia, Ayan Das, Artem Artemev et al.2026 · 0 citationsTMLR 06/2026
Exploiting weight-space symmetries for approximating curvature2606.00442v1 · Artem Artemev, Rui Xia, Benjamin M. Boyd et al.2026 · 0 citationsarXiv
Cross-Tokenizer LLM Distillation through a Byte-Level Interface2604.07466v2 · Avyav Kumar Singh, Yen-Chen Wu, Alexandru Cioba et al.2026 · 0 citationsarXiv
Reinforcement Learning Using known Invariances2511.03473v2 · Alexandru Cioba, Aya Kayal, Laura Toni et al.2025 · 0 citationsarXiv
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds2505.23673v1 · Aya Kayal, Sattar Vakili, Laura Toni et al.2025 · 0 citationsarXiv
Near-Optimal Sample Complexity in Reward-Free Kernel-Based Reinforcement Learning2502.07715v2 · Aya Kayal, Sattar Vakili, Laura Toni et al.2025 · 0 citationsarXiv
Efficient Model Compression Techniques with FishLeg2412.02328v1 · Jamie McGowan, Wei Sheng Lai, Weibin Chen et al.2024 · 0 citationsarXiv
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization2411.07979v2 · Davide Buffelli, Jamie McGowan, Wangkun Xu et al.2024 · 1 citationarXiv
Score Normalization for a Faster Diffusion Exponential Integrator Sampler2311.00157v2 · Guoxuan Xia, Duolikun Danier, Ayan Das et al.2023 · 1 citationarXiv
Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling2308.05583v1 · Ushnish Sengupta, Chinkuo Jao, Alberto Bernacchia et al.2023 · 32 citationsarXiv
Image generation with shortest path diffusion2306.00501v1 · Ayan Das, Stathi Fotiadis, Anil Batra et al.2023 · 0 citationsarXiv
Delayed Feedback in Kernel Bandits2302.00392v1 · Sattar Vakili, Danyal Ahmed, Alberto Bernacchia et al.2023 · 0 citationsarXiv
Sample Complexity of Kernel-Based Q-Learning2302.00727v1 · Sing-Yuan Yeh, Fu-Chieh Chang, Chang-Wei Yueh et al.2023 · 0 citationsarXiv
Adaptive erasure of spurious sequences in sensory cortical circuits.35358415 · Bernacchia, Alberto, Fiser, József, Hennequin, Guillaume et al.2022 · 7 citationsNeuron. 2022;110(11):1857-1868.e5
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning2202.04005v2 · Sattar Vakili, Jonathan Scarlett, Da-shan Shiu et al.2022 · 4 citationsarXiv
Uniform Generalization Bounds for Overparameterized Neural Networks2109.06099v3 · Sattar Vakili, Michael Bromberg, Jezabel Garcia et al.2021 · 0 citationsarXiv
Optimal Order Simple Regret for Gaussian Process Bandits2108.09262v1 · Sattar Vakili, Nacime Bouziani, Sepehr Jalali et al.2021 · 14 citationsarXiv
Natural continual learning: success is a journey, not (just) a destination2106.08085v2 · Ta-Chu Kao, Kristopher T. Jensen, Gido M. van de Ven et al.2021 · 18 citationsarXiv
How to distribute data across tasks for meta-learning?2103.08463v3 · Alexandru Cioba, Michael Bromberg, Qian Wang et al.2021 · 8 citationsarXiv
Meta-Learning with MAML on Trees2103.04691v1 · Jezabel R. Garcia, Federica Freddi, Feng-Ting Liao et al.2021 · 4 citationsarXiv
Meta-learning with negative learning rates2102.00940v2 · Alberto Bernacchia2021 · 6 citationsarXiv
Cyclic orthogonal convolutions for long-range integration of features2012.06462v1 · Federica Freddi, Jezabel R Garcia, Michael Bromberg et al.2020 · 0 citationsarXiv
Characterizing the Short-Term Habituation of Event-Related Evoked Potentials.30280121 · Mancini, Flavia, Pepe, Alessia, Bernacchia, Alberto et al.2019 · 31 citationseNeuro. 2018;5(5)
Hierarchy of transcriptomic specialization across human cortex captured by structural neuroimaging topography.30082915 · Burt, Joshua B, Demirtaş, Murat, Eckner, William J et al.2019 · 656 citationsNature neuroscience. 2018;21(9):1251-1259
Stable population coding for working memory coexists with heterogeneous neural dynamics in prefrontal cortex.28028221 · Murray, John D, Bernacchia, Alberto, Roy, Nicholas A et al.2018 · 384 citationsProceedings of the National Academy of Sciences of the United States of America. 2017;114(2):394-399
A hierarchy of intrinsic timescales across primate cortex.25383900 · Murray, John D, Bernacchia, Alberto, Freedman, David J et al.2015 · 989 citationsNature neuroscience. 2014;17(12):1661-3
The interplay of plasticity and adaptation in neural circuits: a generative model.25400577 · Bernacchia, Alberto2014 · 7 citationsFrontiers in synaptic neuroscience. 2014;6:26
A latch on priming.25157236 · Bernacchia, Alberto, La Camera, Giancarlo, Lavigne, Frédéric2014 · 1 citationFrontiers in psychology. 2014;5:869
A diversity of localized timescales in network activity.24448407 · Chaudhuri, Rishidev, Bernacchia, Alberto, Wang, Xiao-Jing2016 · 73 citationseLife. 2014;3:e01239
Decorrelation by recurrent inhibition in heterogeneous neural circuits.23607559 · Bernacchia, Alberto, Wang, Xiao-Jing2014 · 25 citationsNeural computation. 2013;25(7):1732-67
On the equivalence of Hopfield networks and Boltzmann Machines.22784924 · Barra, Adriano, Bernacchia, Alberto, Santucci, Enrica et al.2013 · 138 citationsNeural networks : the official journal of the International Neural Network Society. 2012;34:1-9
A reservoir of time constants for memory traces in cortical neurons.21317906 · Bernacchia, Alberto, Seo, Hyojung, Lee, Daeyeol et al.2011 · 292 citationsNature neuroscience. 2011;14(3):366-72
Continuous or discrete attractors in neural circuits? A self-organized switch at maximal entropy0707.3511v2 · Alberto Bernacchia2007 · 0 citationsarXiv
Detecting spatial patterns with the cumulant function. Part II: An application to El Nino0707.3547v1 · Alberto Bernacchia, Philippe Naveau, Mathieu Vrac et al.2007 · 10 citationsarXiv
Detecting spatial patterns with the cumulant function. Part I: The theory0707.0574v1 · Alberto Bernacchia, Philippe Naveau2007 · 13 citationsarXivon Valency
Impact of spatiotemporally correlated images on the structure of memory.17360679 · Bernacchia, Alberto, Amit, Daniel J2007 · 11 citationsProceedings of the National Academy of Sciences of the United States of America. 2007;104(9):3544-9
Multi-item working memory--a behavioral study.15342436 · Yakovlev, Volodya, Bernacchia, Alberto, Orlov, Tanya et al.2005 · 19 citationsCerebral cortex (New York, N.Y. : 1991). 2005;15(5):602-15
Career total: 69 works. 37 are in this corpus.
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