Publications
Episodic recruitment of attractor dynamics in frontal cortex reveals distinct mechanisms for forgetting and lack of cognitive control in short-term memory
Tíffany Oña-Jodar, Genís Prat-Ortega, Chengyu Li, Josep Dalmau, Albert Compte, Jaime de la Rocha
bioRxiv 2024.02.18.579447; doi: https://doi.org/10.1101/2024.02.18.579447
Neural signatures of reduced serial dependence in anti-NMDAR encephalitis and schizophrenia
Heike Stein, Joao Barbosa, Diego Lozano-Soldevilla, Mireia Rosa-Justicia, Alba Morató, Adrià Galan-Gadea, Laia Prades, Amaia Muñoz-Lopetegui, Helena Ariño, Eugenia Martinez-Hernandez, Mar Guasp, Josefina Castro-Fornieles, Josep Dalmau, Joan Santamaria, Albert Compte
PsyArXiv, 18 Jan 2024
Cholinergic neuromodulation of prefrontal attractor dynamics controls performance in spatial working memory
Alexandre Mahrach, David Bestue, Xue-Lian Qi, Christos Constantinidis, Albert Compte
bioRxiv, 20 Jan 2024
Fast and tight control of motor vigor by accumulated decision evidence
Manuel Molano-Mazón, Alexandre Garcia-Duran, Jordi Pastor-Ciurana, Lluís Hernández-Navarro, Lejla Bektic, Debora Lombardo, Jaime de la Rocha, Alexandre Hyafil
bioRxiv 2023.11.09.566389
Country-level gender inequality is associated with structural differences in the brains of women and men
André Zugman et al.
Proc Natl Acad Sci U S A. 2023 May 16; 120(20): e2218782120.
Recurrent networks endowed with structural priors explain suboptimal animal behavior
Manuel Molano-Manzón, Yuxiu Shao, Daniel Duque, Guangyu Robert Yang, Srdjan Ostojic and Jaime de la Rocha
Current Biology 33(4), p622-638. 2023. (Dispatch on the paper by Kotkat et al here; BioRxiv here).
Temporal integration is a robust feature of perceptual decisions.
Alexandre Hyafil, Jaime de la Rocha, Cristina Pericás, Lleor N. Katz, Alexander C. Huk and Jonathan W. Pillow.
Elife 12 (2023): e84045.
Clinical characterisation of patients in the post-acute stage of anti-NMDA receptor encephalitis: a prospective cohort study and comparison with patients with schizophrenia spectrum disorders
Mar Guasp, Mireia Rosa-Justicia, Amaia Muñoz-Lopetegi, Eugenia Martínez-Hernández, Thais Armangué, Gisela Sugranyes, Heike Stein, Roger Borràs, Laia Prades, Helena Ariño, Jesús Planagumà, Elena De-La-Serna, Domingo Escudero, Sara Llufriu, Raquel Sánchez-Valle, Joan Santamaria, Albert Compte, Josefina Castro-Fornieles, Josep Dalmau
The Lancet. Neurology, 01 Oct 2022, 21(10):899-910
NeuroGym: An open resource for developing and sharing neuroscience tasks.
Manuel Molano-Mazon, Joao Barbosa, Jordi Pastor-Ciurana, Marta Fradera, Ru-Yuan Zhang, Jeremy Forest, Jorge del Pozo Lerida, Li Ji-An, Christopher J Cueva, Jaime de la Rocha, Devika Narain, Guangyu Robert Yang. PsyArXiv. February 7, 2022. doi:10.31234/osf.io/aqc9n.
Isolating perceptual biases caused by trial history during auditory categorization
Daniel Duque and Jaime de la Rocha
BioRxiv 2022.01.17.476581; doi: https://doi.org/10.1101/2022.01.17.476581
Towards the next generation of recurrent network models for cognitive neuroscience.
Guangyu Robert Yang and Manuel Molano-Mazón. Current Opinion in Neurobiology 70: 182-192. 2021
Proactive and reactive accumulation-to-bound processes compete during perceptual decisions
Lluís Hernández-Navarro, Ainhoa Hermoso-Mendizabal, Daniel Duque, Jaime de la Rocha*, Alexandre Hyafil* (* equal contribution)
Nature Communictions, 12(1), 1-15. 2021.
Pinging the brain with visual impulses reveals electrically active, not activity-silent, working memories
Joao Barbosa,Diego Lozano-Soldevilla,Albert Compte
PLoS Biol 19(10): e3001436. A correction for this article has been published here.
Across-area synchronization supports feature integration in a biophysical network model of working memory front
Joao Barbosa, Vahan Babushkin, Ainsley Temudo, Kartik K. Sreenivasan and Albert Compte
Frontiers in Neural Circuits, 15: 716965. 2021.
Flexible categorization in perceptual decision making
Genís Prat-Ortega, Klaus Wimmer, Alex Roxin* and Jaime de la Rocha* (*equal contribution)
Nature Communications 12, 1283, 2021.
Towards biologically constrained attractor models of schizophrenia
Heike Stein, João Barbosa, and Albert Compte
Current Opinion in Neurobiology 70: 171-181. 2021
StimuliApp: psychophysical tests on mobile devices
Rafael Marin-Campos, Josep Dalmau, Albert Compte, Daniel Linares
Behavior Research Methods, 2020.
Reduced serial dependence suggests deficits in synaptic potentiation in anti-NMDAR encephalitis and schizophrenia
Heike Stein, João Barbosa, Mireia Rosa-Justicia, Laia Prades, Alba Morató, Adrià Galan, Helena Ariño, Elena Martinez-Hernandez, Josefina Castro-Fornieles, Josep Dalmau, Albert Compte
Nature Communications 11, 4250, 2020.
Interplay between persistent activity and activity-silent dynamics in prefrontal cortex underlies serial biases in working memory
João Barbosa*, Heike Stein*, Rebecca Martinez, Adrià Galan-Gadea, Sihai Li, Dr. Josep Dalmau, Kirsten Adam, Josep Valls-Solé, Christos Constantinidis, Albert Compte (*equal contribution)
Nature Neuroscience 23:1016–1024, 2020
Response outcomes gate the impact of expectations on perceptual decisions
Ainhoa Hermoso-Mendizabal*, Alexandre Hyafil*, Pavel E. Rueda-Orozco, Santiago Jaramillo, David Robbe, Jaime de la Rocha (*equal contribution)
Nature Communications 11, 1057, 2020
Cortical state transitions and stimulus response evolve along stiff and sloppy parameter dimensions, respectively
Adrián Ponce-Alvarez, Gabriela Mochol, Ainhoa Hermoso-Mendizabal, Jaime de la Rocha and Gustavo Deco
Elife 9 : e53268. 2020
Septal GABAergic Inputs to CA1 Govern Contextual Memory Retrieval
Arnau Sans-Dublanc, Adrià Razzauti, Srinidhi Desikan, Marta Pascual, Hannah Monyer, Carlos Sindreu
Science advances 6.44: eaba5003. 2020
Spatial suppression and sensitivity for motion in schizophrenia
Daniel Linares, Silvia Amoretti, Rafael Marin-Campos, André Sousa, Laia Prades, Josep Dalmau, Miquel Bernardo, Albert Compte
Schizophrenia Bulletin Open, sgaa045. 2020
Active information maintenance in working memory by a sensory cortex
Xiaoxing Zhang*, Wenjun Yan*, Wenliang Wang, Hongmei Fan, Ruiqing Hou, Yulei Chen, Zhaoqin Chen, Chaofan Ge, Shumin Duan, Albert Compte, Chengyu T Li (*equal contribution)
eLife 8:e43191. 2019
High-throughput task to study memory recall during spatial navigation in rodents
Lucia Morales*, David P. Tomás*, Josep Dalmau, Jaime de la Rocha and Pablo Jercog (*equal contribution)
Front. Behav. Neurosci., 2020
Build-up of serial dependence in color working memory
João Barbosa, Albert Compte
Scientific reports, 10(1), 1-7. 2020
Decoupling sensory from decisional choice biases in perceptual decision making
Daniel Linares, David Aguilar-Lleyda, Joan López-Moliner
eLife 2019;8:e43994. 2019
Validation of motion perception of briefly displayed images using a tablet
Daniel Linares, Rafael Marin-Campos, Josep Dalmau, Albert Compte
Scientific Reports 8:16056. 2018
Selective attention: a plausible mechanism underlying confirmation bias
Genís Prat-Ortega, Jaime de la Rocha
Current Biology 28-19, R1151-R1154. 2018
Subgenual anterior cingulate cortex controls sadness-induced modulations of cognitive and emotional network hubs
Juan P. Ramirez-Mahaluf, Joan Perramon, Begonya Otal, Pablo Villoslada, Albert Compte
Scientific Reports 8: 8566. 2018
The EASI model: A first integrative computational approximation to the natural history of COPD
Alvar Agustí*, Albert Compte*, Rosa Faner, Judith Garcia-Aymerich, Guillaume Noell, Borja G. Cosio, Robert Rodriguez-Roisin, Bartolomé Celli, Josep Maria Anto (*equal contribution)
PLOS ONE 12(10): e0185502. 2017
UP-DOWN cortical dynamics reflect state transitions in a bistable network
Daniel Jercog, Alex Roxin, Peter Barthó, Artur Luczak, Albert Compte*, Jaime de la Rocha* (*equal contribution)
eLife 6:e22425. 2017
Mean-field equations for neuronal networks with arbitrary degree distributions
Duane Q. Nykamp, Daniel Friedman, Sammy Shaker, Maxwell Shinn, Michael Vella, Albert Compte, Alex Roxin
Physical Review E 95:042323. 2017
A Computational Model of Major Depression: the Role of Glutamate Dysfunction on Cingulo-Frontal Network Dynamics
Juan P. Ramirez-Mahaluf, Alexander Roxin, Helen S. Mayberg, Albert Compte
Cerebral Cortex 27(1):660–679. 2017
Oscillations in the bistable regime of neuronal networks
Alex Roxin, Albert Compte
Physical Review E 94:012410. 2016
Transitions between Multiband Oscillatory Patterns Characterize Memory-Guided Perceptual Decisions in Prefrontal Circuits
Klaus Wimmer, Marc Ramon, Tatiana Pasternak, Albert Compte
Journal of Neuroscience 36(2):489-505. 2016
Neural circuit basis of visuo-spatial working memory precision: a computational and behavioral study
Rita Almeida, João Barbosa, Albert Compte
Journal of Neurophysiology 114(3):1806-1818. 2015
Sensory integration dynamics in a hierarchical network explains choice probabilities in cortical area MT
Klaus Wimmer, Albert Compte, Alex Roxin, Diogo Peixoto, Alfonso Renart, Jaime de la Rocha
Nature Communications 6:6177. 2015
Stochastic transitions into silence cause noise correlations in cortical circuits
Gabriela Mochol, Ainhoa Hermoso-Mendizabal, Shuzo Sakata, Kenneth D. Harris, Jaime de la Rocha
PNAS 201410509. 2015
Bump attractor dynamics in prefrontal cortex explains behavioral precision in spatial working memory
Klaus Wimmer, Duane Q Nykamp, Christos Constantinidis, Albert Compte
Nature Neuroscience 17:431–439. 2014
Serotonin Regulates Performance Nonmonotonically in a Spatial Working Memory Network
Maria Cano-Colino, Rita Almeida, David Gomez-Cabrero, Francesc Artigas, Albert Compte
Cerebral Cortex 24(9):2449–2463. 2014
Trade-off between Capacity and Precision in Visuospatial Working Memory
Chantal Roggeman, Torkel Klingberg, Heleen E. M. Feenstra, Albert Compte, Rita Almeida
Journal of Cognitive Neuroscience 26(2):211-222. 2014
Serotonergic modulation of spatial working memory: predictions from a computational network model
Maria Cano-Colino, Rita Almeida, Albert Compte
Frontiers in Integrative Neuroscience 7:71. 2013
A Computational Model for Spatial Working Memory Deficits in Schizophrenia
Maria Cano-Colino, Albert Compte
Pharmacopsychiatry 45(S 01):S49-S56. 2012
Scaling of temporal correlations in densely connected networks of LIF neurons
Jesús Manrique, Alfonso Renart, Jaime de la Rocha, Néstor Parga
BMC neuroscience 12(1), P249. 2011
Workflow for generating competing hypothesis from models with parameter uncertainty
David Gomez-Cabrero , Albert Compte, Jesper Tegner
Interface Focus 1:438–449. 2011
How do neurons work together? Lessons from auditory cortex
Kenneth D. Harris, Peter Bartho, Paul Chadderton, Carina Curto, Jaime de la Rocha, Liad Hollender, Vladimir Itskov, Artur Luczak, Stephan L. Marguet, Alfonso Renart, Shuzo Sakata
Hearing research 271(1-2):37-53. 2011
Inhibitory Modulation of Cortical Up States
Maria V. Sanchez-Vives, Maurizio Mattia, Albert Compte, Maria Perez-Zabalza, Milena Winograd, Vanessa F. Descalzo, Ramon Reig
Journal of Neurophysiology 104(3):1314-1324. 2010
Bistable, Irregular Firing and Population Oscillations in a Modular Attractor Memory Network
Mikael Lundqvist, Albert Compte, Anders Lansner
PLoS Comput Biol 6(6): e1000803. 2010
Temperature Modulation of Slow and Fast Cortical Rhythms
Ramon Reig, Maurizio Mattia, Albert Compte, Carmen Belmonte, Maria V. Sanchez-Vives
Journal of Neurophysiology 103(3):1253-1261. 2010
Reconciling Coherent Oscillation with Modulationof Irregular Spiking Activity in Selective Attention:Gamma-Range Synchronization between Sensoryand Executive Cortical Areas
Salva Ardid, Xiao-Jing Wang, David Gomez-Cabrero, Albert Compte
Journal of Neuroscience 30(8):2856-2870. 2010
The asynchronous state in cortical circuits
Alfonso Renart*, Jaime de la Rocha*, Peter Bartho, Liad Hollender, Néstor Parga, Alex Reyes, Kenneth D. Harris (*equal contribution)
Science 327:587- 590. 2010
Stimulus-Dependent Correlations and Population Codes
Krešimir Josić, Eric Shea-Brown, Brent Doiron, Jaime de la Rocha
Neural computation 21(10), 2774-2804. 2009
Computational disease modeling – fact or fiction?
Jesper N Tegnér, Albert Compte, Charles Auffray, Gary An, Gunnar Cedersund, Gilles Clermont, Boris Gutkin, Zoltán N Oltvai, Klaas Enno Stephan, Randy Thomas, Pablo Villoslada
BMC Systems Biology 3:56. 2009
Mechanism for top-down control of working memory capacity
Fredrik Edin, Torkel Klingberg, Pär Johansson, Fiona McNab, Jesper Tegnér, Albert Compte
PNAS 106(16):6802-6807. 2009
Spontaneous High-Frequency (10–80 Hz) Oscillations during Up States in the Cerebral Cortex In Vitro
Albert Compte, Ramon Reig, Vanessa F. Descalzo, Michael A. Harvey, Gabriel D. Puccini, Maria V. Sanchez-Vives
Journal of Neuroscience 28 (51):13828-13844. 2008
Linking the response properties of cells in auditory cortex with network architecture: co-tuning vs. lateral inhibition
Jaime de la Rocha, Cristina Marchetti, Max Schiff, Alex D. Reyes
Journal of Neuroscience 28(37):9151-9163. 2008
Thalamocortical transformations of periodic stimuli: the effect of stimulus velocity and synaptic short-term depression in the vibrissa-barrel system
Jaime de la Rocha, Néstor Parga
Journal of Computational Neuroscience 25(1):122-40. 2008
Rhythmic Spontaneous Activity in the Piriform Cortex
Maria V. Sanchez-Vives, Vanessa F. Descalzo, Ramon Reig, N. A. Figueroa, Albert Compte, Roberto Gallego
Cerebral Cortex 18(5):1179–1192. 2008
Correlation and Synchrony Transfer in Integrate-and-Fire Neurons: Basic Properties and Consequences for Coding
Eric Shea-Brown, Krešimir Josić, Jaime de la Rocha, Brent Doiron
Physical review letters 100(10), 108102. 2008
Correlation between neural spike trains increases with firing rate
Jaime de la Rocha*, Brent Doiron*, Eric Shea-Brown, Krešimir Josić, Alex Reyes (*equal contribution)
Nature 448: 802-806. 2007
An Integrated Microcircuit Model of Attentional Processing in the Neocortex
Salva Ardid, Xiao-Jing Wang, Albert Compte
Journal of Neuroscience 27(32):8486-8495. 2007
Integrated Mechanisms of Anticipation and Rate-of-Change Computations in Cortical Circuits
Gabriel D Puccini, Maria V Sanchez-Vives, Albert Compte
PLoS Computational Biology 3(5):e82. 2007
Temporal Properties of Posterior Parietal Neuron Discharges During Working Memory and Passive Viewing
Frederik C. Joelving, Albert Compte, Christos Constantinidis
Journal of Neurophysiology 97(3): 2254-2266. 2007
Stimulus Dependence of Barrel Cortex Directional Selectivity
Gabriel D. Puccini, Albert Compte, Miguel Maravall
PLoS ONE 1(1): e137. 2006
Selective detection of abrupt input changes by integration of spike-frequency adaptation and synaptic depression in a computational network model
Gabriel D. Puccini, Maria V. Sanchez-Vives, AlbertCompte
Journal of Physiology-Paris100(1–3): 1-15. 2006
Tuning Curve Shift by Attention Modulation in Cortical Neurons: a Computational Study of its Mechanisms
Albert Compte, Xiao-Jing Wang
Cerebral Cortex 16(6): 761–778. 2006
Computational and in vitro studies of persistent activity: Edging towards cellular and synaptic mechanisms of working memory
Albert Compte
Neuroscience 139(1): 135-151. 2006
Short-Term Synaptic Depression Causes a Non-Monotonic Response to Correlated Stimuli
Jaime de la Rocha, Néstor Parga
Journal of Neuroscience 25(37) 8416-8431. 2005
Correlations modulate the non-monotonic response of a neuron with short-term plasticity
Jaime de la Rocha, Rubén Moreno, Néstor Parga
Neurocomputing 58, 313-319. 2004
Temporally Irregular Mnemonic Persistent Activity in Prefrontal Neurons of Monkeys During a Delayed Response Task
Albert Compte, Christos Constantinidis, Jesper Tegnér, Sridhar Raghavachari, Matthew V. Chafee, Patricia S. Goldman-Rakic, Xiao-Jing Wang
Jorunal of Neurophysiology 90(5): 3441-3454. 2003
Cellular and Network Mechanisms of Slow Oscillatory Activity (<1 Hz) and Wave Propagations in a Cortical Network Model
Albert Compte, Maria V. Sanchez-Vives, David A. McCormick, Xiao-Jing Wang
Journal of Neurophysiology 89(5): 2707-2725. 2003
Response of Spiking Neurons to Correlated Inputs
Rubén Moreno, Jaime de la Rocha, Alfonso Renart, Néstor Parga
Physical Review Letters 89(28): 288101. 2002
The dynamical stability of reverberatory neural circuits
Jesper Tegnér, Albert Compte, Xiao-Jing Wang
Biological Cybernetics 87(5–6): 471–481. 2002
Information transmission by stochastic synapses with short-term depression: neural coding and optimization
Jaime de la Rocha, Angel Nevado, Néstor Parga
Neurocomputing 44, 85-90. 2002
A model of the IT-PF network in object working memory which includes balanced persistent activity and tuned inhibition
Alfonso Renart, Ruben Moreno, Jaime de la Rocha, Nestor Parga, Edmund T Rolls
Neurocomputing 38, 1525-1531. 2001
Synaptic Mechanisms and Network Dynamics Underlying Spatial Working Memory in a Cortical Network Model
Albert Compte, Nicolas Brunel, Patricia S. Goldman-Rakic, Xiao-Jing Wang
Cerebral Cortex 10(9): 910–923. 2000
Stochastic foundations of fractional dynamics
Albert Compte
Physical Review E 53: 4191. 1996