Alberto Bernacchia

3.1k total citations · 2 hit papers
25 papers, 1.6k citations indexed

About

Alberto Bernacchia is a scholar working on Cognitive Neuroscience, Artificial Intelligence and Molecular Biology. According to data from OpenAlex, Alberto Bernacchia has authored 25 papers receiving a total of 1.6k indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Cognitive Neuroscience, 12 papers in Artificial Intelligence and 4 papers in Molecular Biology. Recurrent topics in Alberto Bernacchia's work include Neural dynamics and brain function (13 papers), Neural Networks and Applications (5 papers) and Domain Adaptation and Few-Shot Learning (3 papers). Alberto Bernacchia is often cited by papers focused on Neural dynamics and brain function (13 papers), Neural Networks and Applications (5 papers) and Domain Adaptation and Few-Shot Learning (3 papers). Alberto Bernacchia collaborates with scholars based in United States, United Kingdom and Germany. Alberto Bernacchia's co-authors include Xiao‐Jing Wang, John D. Murray, Daeyeol Lee, Hyojung Seo, Ranulfo Romo, David J. Freedman, Camillo Padoa‐Schioppa, Xinying Cai, Joni D. Wallis and Tatiana Pasternak and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Neuron and Nature Neuroscience.

In The Last Decade

Alberto Bernacchia

23 papers receiving 1.6k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A hierarchy of intrinsic timescales across primate cortex

2014 576 citations John D. Murray, Alberto Bernacchia et al. Nature Neuroscience profile →
Hierarchy of transcriptomic specialization across human cortex captured by structural neuroimaging topography

2018 363 citations Joshua B. Burt, Murat Demirtaş et al. Nature Neuroscience profile →

Peers

Countries citing papers authored by Alberto Bernacchia

Since Specialization

Citations

This map shows the geographic impact of Alberto Bernacchia's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Alberto Bernacchia with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alberto Bernacchia more than expected).

Fields of papers citing papers by Alberto Bernacchia

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alberto Bernacchia. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Alberto Bernacchia. The network helps show where Alberto Bernacchia may publish in the future.

Co-authorship network of co-authors of Alberto Bernacchia

This figure shows the co-authorship network connecting the top 25 collaborators of Alberto Bernacchia. A scholar is included among the top collaborators of Alberto Bernacchia based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Alberto Bernacchia. Alberto Bernacchia is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Hierarchical Representations in Dense Passage Retrieval for Question-Answering 2023 ·(unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Alberto Bernacchia	0
2	Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling 2023 ·Ushnish Sengupta, (unknown), Alberto Bernacchia, (unknown), Da-shan Shiu	11
3	Adaptive erasure of spurious sequences in sensory cortical circuits 2022 ·Neuron ·Alberto Bernacchia, József Fiser, Guillaume Hennequin, Máté Lengyel	4
4	Meta-learning with negative learning rates 2021 ·arXiv (Cornell University) ·Alberto Bernacchia	1
5	Non-reversible Gaussian processes for identifying latent dynamical structure in neural data 2020 ·UCL Discovery (University College London) ·(unknown), Alberto Bernacchia, Maneesh Sahani, Guillaume Hennequin	7
6	Exact natural gradient in deep linear networks and its application to the nonlinear case 2018 ·Neural Information Processing Systems ·Alberto Bernacchia, Máté Lengyel, Guillaume Hennequin	13
7	Hierarchy of transcriptomic specialization across human cortex captured by structural neuroimaging topography breakdown → 2018 ·Nature Neuroscience ·Joshua B. Burt, Murat Demirtaş, William J. Eckner, (unknown), Jie Lisa Ji, William J. Martin, Alberto Bernacchia, Alan Anticevic, John D. Murray	363
8	Characterizing the Short-Term Habituation of Event-Related Evoked Potentials 2018 ·eNeuro ·Flavia Mancini, Alessia Pepe, Alberto Bernacchia, Giulia Di Stefano, André Mouraux, Gian Domenico Iannetti	19
9	Stable population coding for working memory coexists with heterogeneous neural dynamics in prefrontal cortex 2016 ·Proceedings of the National Academy of Sciences ·John D. Murray, Alberto Bernacchia, Nicholas Roy, Christos Constantinidis, Ranulfo Romo, Xiao‐Jing Wang	214
10	A hierarchy of intrinsic timescales across primate cortex breakdown → 2014 ·Nature Neuroscience ·John D. Murray, Alberto Bernacchia, David J. Freedman, Ranulfo Romo, Joni D. Wallis, Xinying Cai, Camillo Padoa‐Schioppa, Tatiana Pasternak, Hyojung Seo, Daeyeol Lee, Xiao‐Jing Wang	576
11	A diversity of localized timescales in network activity 2014 ·eLife ·Rishidev Chaudhuri, Alberto Bernacchia, Xiao‐Jing Wang	44
12	The interplay of plasticity and adaptation in neural circuits: a generative model 2014 ·Frontiers in Synaptic Neuroscience ·Alberto Bernacchia	5
13	Correction: A diversity of localized timescales in network activity 2014 ·eLife ·Rishidev Chaudhuri, Alberto Bernacchia, Xiaojing Wang	17
14	A latch on priming 2014 ·Frontiers in Psychology ·Alberto Bernacchia, Giancarlo La Camera, (unknown)	1
15	Self-Consistent Density Estimation 2014 ·The Stata Journal Promoting communications on statistics and Stata ·Joerg Luedicke, Alberto Bernacchia	2
16	Decorrelation by Recurrent Inhibition in Heterogeneous Neural Circuits 2013 ·Neural Computation ·Alberto Bernacchia, Xiao‐Jing Wang	13
17	On the equivalence of Hopfield networks and Boltzmann Machines 2012 ·Neural Networks ·Adriano Barra, Alberto Bernacchia, (unknown), Pierluigi Contucci	73
18	A reservoir of time constants for memory traces in cortical neurons 2011 ·Nature Neuroscience ·Alberto Bernacchia, Hyojung Seo, Daeyeol Lee, Xiao‐Jing Wang	205
19	Detecting spatial patterns with the cumulant function – Part 1: The theory 2008 ·Nonlinear processes in geophysics ·Alberto Bernacchia, Philippe Naveau	10
20	Multi-item Working Memory — A Behavioral Study 2004 ·Cerebral Cortex ·Volodya Yakovlev, Alberto Bernacchia, Tanya Orlov, Shaul Hochstein, Daniel J. Amit	14

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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