Variance as a Signature of Neural Computations during Decision Making
Churchland, Anne. K., Kiani, R., Chaudhuri, R., Wang, Xiao-Jing, Pouget, Alexandre, Shadlen, M.N.·2011·Neuron
Cited by (329)
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- Perceptual choice boosts network stability: effect of neuromodulation?Christopher M. Warren, S. Nieuwenhuis, T. Donner · 2015 · Trends in Cognitive Sciences
- Temporal Integration of Auditory Information Is Invariant to Temporal Grouping CuesAndrew Liu, Joji Tsunada, Joshua I. Gold, Yale E. Cohen · 2015 · eNeuro
- Sensory noise drives bad decisionsMatthew Tyler Kaufman, Anne K. Churchland · 2013 · Nature
- Stimulus presentation can enhance spiking irregularity across subcortical and cortical regionsSaleh Fayaz, Mohammad Amin Fakharian, Ali Ghazizadeh · 2022 · PLoS Computational Biology
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- Neural Random UtilityRyan Webb, Paul William Glimcher, Ifat Levy, Stephanie C. Lazzaro, Robb B. Rutledge · 2012 · SSRN Electronic Journal
- Digital computing through randomness and order in neural networksAlexandre Pitti, Claudio Weidmann, Mathias Quoy · 2022 · Proceedings of the National Academy of Sciences
- Revisiting Persistent Neuronal Activity During Covert Spatial AttentionJulià L. Amengual, Suliann Ben Hamed · 2021 · Frontiers in Neural Circuits
- Trial-to-Trial Variability of Spiking Delay Activity in Prefrontal Cortex Constrains Burst-Coding Models of Working MemoryDaming Li, C. Constantinidis, J. Murray · 2021 · Journal of Neuroscience
- Unifying and generalizing models of neural dynamics during decision-makingDavid M. Zoltowski, Jonathan W. Pillow, Scott W. Linderman · 2020 · arXiv (Cornell University)
- A neurally plausible model for online recognition and postdiction in a dynamical environmentLi Kevin Wenliang, Maneesh Sahani · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
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- A Markov model for the temporal dynamics of balanced random networks of finite sizeFereshteh Lagzi, Stefan Rotter · 2014 · Frontiers in Computational Neuroscience
- Variability and information content in auditory cortex spike trains during an interval-discrimination taskJuan M. Abolafia, Marina Martínez-Garcia, Gustavo Deco, Maria Victoria Sanchez-Vives · 2013 · Journal of Neurophysiology
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- Multi-region coordination of evidence accumulation and decision commitment in the brainAdrian Bondy, Julie A. Charlton, Thomas Zhihao Luo, Charles D. Kopec, Wynne M Stagnaro, Sarah Jo C Venditto, Kaiyue Shi, Eva Yi Xie, Maxime Beau, Laura A. Lynch et al. · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
- Spiking dynamics of individual neurons reflect changes in the structure and function of neuronal networksRuochen Yang, Heng Ping, Xiongye Xiao, Roozbeh Kiani, Paul Bogdan · 2025 · Nature Communications
- Direct current stimulation modulates prefrontal cell activity and behaviour without inducing seizure-like firingDaniel J. Fehring, Seiichirou Yokoo, Hiroshi Abe, Mark J. Buckley, Kentaro Miyamoto, Shapour J. Jaberzadeh, Tetsuo Yamamori, Keiji Tanaka, Marcello G. P. Rosa, Farshad Alizadeh Mansouri · 2024 · Brain
- From innate to instructed: A new look at perceptual decision-makingLukas T. Oesch, Michael B. Ryan, Anne K. Churchland · 2024 · Current Opinion in Neurobiology
- A conflict between spatial selection and evidence accumulation in area LIPJoshua A. Seideman, Terrence R. Stanford, Emilio Salinas · 2022 · Nature Communications
- Neural structure of a sensory decoder for motor controlSeth W. Egger, Stephen G. Lisberger · 2022 · Nature Communications
- Assessing within‐trial and across‐trial neural variability in macaque frontal eye fields and their relation to behaviourNaveen Sendhilnathan, Debaleena Basu, Aditya Murthy · 2020 · European Journal of Neuroscience
- Myopic control of neural dynamicsDavid Hocker, Il Memming Park · 2017 · bioRxiv
- Spiking attractor model of motor cortex explains modulation of neural and behavioral variability by prior target informationVahid Rostami, Thomas Rost, Felix Johannes Schmitt, Sacha Jennifer van Albada, Alexa Riehle, Martin Paul Nawrot · 2024 · Nature Communications
- Recurrent network interactions explain tectal response variability and experience-dependent behaviorAsaph Zylbertal, Isaac Henry Bianco · 2023 · eLife
- The importance of urgency in decision making based on dynamic informationLorenzo Ferrucci, Aldo Genovesio, Encarni Marcos · 2021 · PLoS Computational Biology
- Change point detection with multiple alternatives reveals parallel evaluation of the same stream of evidence along distinct timescalesAlexa Booras, Tanner Stevenson, Connor N. McCormack, Marie E. Rhoads, Timothy D. Hanks · 2021 · Scientific Reports
- Optimal Readout of Correlated Neural Activity in a Decision-Making CircuitMatias Calderini, Sophie Zhang, Nareg Berberian, Jean‐Philippe Thivierge · 2018 · Neural Computation
- A novel approach to probabilistic characterisation of neural firing patternsGorana Mijatović, Tatjana Lončar-Turukalo, Emmanuel Procyk, Dragana Bajić · 2018 · Journal of Neuroscience Methods
- A Spatially Continuous Diffusion Model of Visual Working MemoryAlex Fennell, R. Ratcliff · 2023 · Cognitive Psychology
- Recurrent Neural Circuits Overcome Partial Inactivation by Compensation and Re-learningC. Bredenberg, Cristina Savin, R. Kiani · 2021 · Journal of Neuroscience
- The future of emotion regulation research is in how we measure the dynamics of change.Tracy A. Dennis‐Tiwary · 2019 · Developmental Psychology
- What counts in estimation? The nature of the preverbal systemVyacheslav R. Karolis, Brian L. Butterworth · 2016 · Progress in brain research
- Structure in noise: Recurrent connectivity shapes neural variability to balance perceptual and cognitive demands in the human brainJonas Terlau, Jan Martini, Randolph F. Helfrich · 2025 · Neuron
- A doubly stochastic renewal framework for partitioning spiking variabilityCina Aghamohammadi, Chandramouli Chandrasekaran, Tatiana A. Engel · 2025 · Nature Communications
- No cause for pause: new analyses of ramping and stepping dynamics in LIP (Rebuttal to Response to Reply to Comment on Latimer et al 2015)Kenneth W. Latimer, Alexander C. Huk, Jonathan W. Pillow · 2017 · bioRxiv (Cold Spring Harbor Laboratory)
- Population activity statistics dissect subthreshold and spiking variability in V1Mihály Bányai, Zsombor Koman, Gergő Orbán · 2017 · Journal of Neurophysiology
- Neural changes after training to perform cognitive tasksXue-Lian Qi, Christos Constantinidis · 2012 · Behavioural Brain Research
- Neuronal Circuit Computation of ChoiceXiao‐Jing Wang · 2013 · Elsevier eBooks
- Perceptual Decision Efficiency Is Modifiable and Associated with Decreased Musculoskeletal Injury Risk Among Female College Soccer PlayersGary B. Wilkerson, Alejandra J. Gullion, Kristina B. McMahan, Lauren T. Brooks, Marisa A. Colston, Lynette M. Carlson, Jennifer A. Hogg, Shellie N. Acocello · 2025 · Brain Sciences
- Prefrontal cortex encodes value pop-out in visual searchMojtaba Abbaszadeh, Armin Panjehpour, Seyyed Mohammad Amin Alemohammad, Ali Ghavampour, Ali Ghazizadeh · 2023 · iScience
- Variable Statistical Structure of Neuronal Spike Trains in Monkey Superior ColliculusSeong-Hah Cho, Trinity B. Crapse, Piercesare Grimaldi, Hakwan C. Lau, Michele A. Basso · 2021 · Journal of Neuroscience
- Evidence accumulation determines conscious accessMichael Pereira, Pierre Mégevand, Mi Xue Tan, Wenwen Chang, Shuo Wang, Ali R. Rezai, Margitta Seeck, Marco V. Corniola, Shahan Momjian, Fosco Bernasconi et al. · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
- Identification of Multiple Noise Sources Improves Estimation of Neural Responses across Stimulus ConditionsAlison I. Weber, Eric Shea‐Brown, Fred M Rieke · 2021 · eNeuro
- Comparison of magnitude-sensitive sequential sampling models in a simulation-based studyThomas Bose, Angelo Pirrone, Andreagiovanni Reina, James A. R. Marshall · 2019 · Journal of Mathematical Psychology
- Quantifying the importance of guessing, decision noise, and variable precision in explaining behavioral variability in visual perceptionShan Shen, Wei Ma · 2017 · bioRxiv
- Publisher Correction: Nonlinear Bayesian filtering and learning: a neuronal dynamics for perceptionA. Kutschireiter, S. C. Surace, Henning Sprekeler, Jean-Pascal Pfister · 2015 · Scientific Reports
- Neuronal Variability of MSTd Neurons Changes Differentially With Eye Movement and Visually Related VariablesLukas Brostek, U. Büttner, Michael J. Mustari, Stefan Glasauer · 2012 · Cerebral Cortex
- Recognition criteria vary with fluctuating uncertaintyJoshua A. Solomon, Patrick Cavanagh, Andrei Goréa · 2012 · Journal of Vision
- Testing the odds of inherent vs. observed overdispersion in neural spike countsWahiba Taouali, Giacomo Benvenuti, Pascal Wallisch, Frédéric Chavane, Laurent Perrinet · 2015 · Journal of Neurophysiology
- Computational and Neuronal Basis of Visual ConfidenceRobbe L. T. Goris, Zhongzheng Fu, Christopher R. Fetsch · 2025 · Annual Review of Vision Science
- The Ubiquitousness and Functional Roles of Evidence AccumulationRamla Msheik, François Stockart, Michael Pereira · 2022 · Journal of Neuroscience
- Estimating Fisher discriminant error in a linear integrator model of neural population activityMatias Calderini, Jean‐Philippe Thivierge · 2021 · The Journal of Mathematical Neuroscience
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- Dynamical patterns underlying response properties of cortical circuitsAdam Keane, James A. Henderson, Pulin Gong · 2018 · Journal of The Royal Society Interface
- The Encoding of Decision Difficulty and Movement Time in the Primate Premotor CortexMarina Martínez-Garcia, Andrea Insabato, Mario Pannunzi, José L. Pardo‐Vázquez, Carlos Acuña, Gustavo Deco · 2015 · PLoS Computational Biology
- Signal-independent timescale analysis (SITA) and its application for neural coding during reaching and walkingM. Zacksenhouse, M. Lebedev, M. Nicolelis · 2014 · Frontiers in Computational Neuroscience
- Brain-inspired model for decision-making in the selection of beneficial information patterns among signals received by an unpredictable information-development environmentAlireza Asgari, Yvan Beauregard · 2021
- Accumulation of Evidence in Decision MakingAlexander C. Huk, Leor N. Katz, Jacob L. Yates · 2014 · Encyclopedia of Computational Neuroscience
- Multi-area Decision Dynamics Across Human Cortex Shape ConfidenceAlessandro Toso, Ayelet Arazi, Jaime de la Rocha, Konstantinos Tsetsos, Tobias H. Donner · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
- Decoding decision-making behavior from sparse neural spiking activityYuhang Zhang, Tao Sun, Bo-Yang Zang, Sen Wan · 2025 · PLoS Comput. Biol.
- Incorporation of a cost of deliberation time in perceptual decision makingS. Kira, Ariel Zylberberg, M. Shadlen · 2024 · bioRxiv
- Information Processing Systems in UAV Based on Bayesian Filtering in Conditions of UncertaintyRinat Galiautdinov · 2020 · International Journal of Software Science and Computational Intelligence
- Flexible and accurate decoding of neural populations through stochastic comodulationCaroline Haimerl, Cristina Savin, Eero P. Simoncelli · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
- Rate fluctuations not steps dominate LIP activity during decision-makingXuelong Zhao, Konrad Paul Kording · 2018 · bioRxiv (Cold Spring Harbor Laboratory)
- The Magnitude, But Not the Sign, of MT Single-Trial Spike-Time Correlations Predicts Motion Detection PerformanceAlireza Hashemi, Ashkan Golzar, Jackson E. T. Smith, Erik P. Cook · 2018 · Journal of Neuroscience
- The Brain Uses Reliability of Stimulus Information when Making Perceptual DecisionsSebastian Bitzer, Stefan J. Kiebel · 2015 · arXiv (Cornell University)
- Fluctuation scaling in neural spike trains.Shinsuke Koyama, Ryota Kobayashi · 2014 · Mathematical biosciences and engineering : MBE
- Enhanced attention precedes self-initiated locomotion in an electric fishJ. Jun, A. Longtin, L. Maler · 2014 · BMC Neuroscience
- Variance in population firing rate as a measure of slow time-scale correlationAdam C. Snyder, Michael J. Morais, Matthew A. Smith · 2013 · Frontiers in Computational Neuroscience
- Age-related changes in behavioural and neural variability in a decision-making taskFenying Zang, Anup Khanal, Sonja Förster, Larry F. Abbott, Luigi Acerbi, Valeria Aguillon-Rodriguez, Mandana Ahmadi, Jaweria Amjad, Dora E. Angelaki, Jaime Arlandis et al. · 2026 · Nature Communications
- Transfer of graded information through gated receptivity to widely broadcast signalsLindsey S. Brown, NaYoung So, Larry F. Abbott, Michael Neil Shadlen, Mark S. Goldman · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
- Computational cognitive mechanisms of visual working memory in major depressive disorder and sex differencesQingzu Kong, Qian Liu, Feng Gao, Xiang Wang, Zhiyan Wang, Chuman Xiao, Xinyue Zhang, Qianmei Yu, Jie Fan, Xiongzhao Zhu · 2025 · BMC Psychology
- Observer effect modulates classification in a quantum epistemic frameworkJ. Hoorn, Johnny K. W. Ho · 2024 · Scientific Reports
- Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variabilityDavid Liu, M. Lengyel · 2023 · bioRxiv
- Value-Based Search Efficiency Is Encoded in the Substantia Nigra Reticulata Firing Rate, Spiking Irregularity and Local Field PotentialAbdolvahed Narmashiri, Mojtaba Abbaszadeh, Mohammad Hossein Nadian, A. Ghazizadeh · 2023 · Journal of Neuroscience
- Dynamic Modeling of Spike Count Data With Conway-Maxwell Poisson VariabilityGanchao Wei, Ian H. Stevenson · 2023 · Neural Computation
- V1 receptive field structure contributes to neuronal response latencyAmin Vafaei, Milad Mohammadi, Alireza Khadir, E. Zabeh, Faraz Yazdani, M. Khorasani, Reza Lashgari · 2022 · bioRxiv
- The hybrid nature of task-evoked activity: Inside-out neural dynamics in intracranial EEG and Deep LearningAnnemarie Wolff, Liang Chen, Shankar Tumati, Mehrshad Golesorkhi, Javier Gómez‐Pilar, Jie Hu, Shize Jiang, Ying Qing Mao, André Longtin, Georg Northoff · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
- A Recurrent Neural Network Model for Flexible and Adaptive Decision Making based on Sequence LearningZhe-Wei Zhang, Hu-Zi Cheng, Tianming Yang · 2019 · bioRxiv
- Atypically larger variability of resource allocation accounts for visual working memory deficits in schizophreniaYi-Jie Zhao, Tian-Ye Ma, Xuemei Ran, Li Zhang, Ru-Yuan Zhang, Yixuan Ku · 2018 · bioRxiv
- Neural Recordings at Multiple ScalesAlexander Maier, Jeffrey D. Schall, Geoffrey Forrest Woodman · 2018 · Wiley eBooks
- Efficient enhancement of information in the prefrontal cortex during the presence of reward predicting stimuliCamilo J. Mininni, Cesar Federico Caiafa, B. Silvano Zanutto, Kuei Yuan Tseng, Sergio E. Lew · 2017 · PLoS ONE
- Many paths from state to stateMatthew T. Kaufman, A. Churchland · 2016 · Nature Neuroscience
- Ich bin – also denke ichKarl John Friston · 2016 · Vandenhoeck & Ruprecht eBooks
- Multisensory Integration for Self-Motion PerceptionHan Hou, Yong Gu · 2020 · Elsevier eBooks
- Bayesian inference for latent stepping and ramping models of spike train dataKenneth W. Latimer, A. Huk, J. Pillow · 2015 · Cambridge University Press eBooks
- Neural correlates of perceptual decision-making in the primary somatosensory cortexArmstrong, Alex G., Vlasov, Yurii · 2026 · Proceedings of the National Academy of Sciences
- Primate-like perceptual decision making emerges through deep recurrent reinforcement learningNathan J. Wispinski, Scott A. Stone, Anthony Singhal, P. Pilarski, C. S. Chapman · 2026 · arXiv.org
- Neural Correlates of Perceptual Decision Making in Primary Somatosensory CortexAlex G. Armstrong, Yu. D. Vlasov · 2025 · bioRxiv
- Global and local origins of trial-to-trial spike count variability in visual cortexAnna J. Li, Ziyu Lu, Alexander Ladd, Pascha Matveev, Eric Shea‐Brown, Nicholas A. Steinmetz · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
- Circuit-motivated generalized affine models characterize stimulus-dependent visual cortical shared variabilityJi Xia, A. Jasper, Adam Kohn, Kenneth D. Miller · 2023 · bioRxiv
- Reproducing a decision-making network in a virtual visual discrimination taskAlessandra Maria Trapani, Francesco Jamal Sheiban, Elisa Bertone, Serena Chiosso, Luca Colombo, Matteo D'Andrea, Francesco De Santis, Francesca Fati, Veronica Fossati, Victor Gonzalez et al. · 2022 · Frontiers in Integrative Neuroscience
- Drift-diffusion cognitive models: description, applications and perspectives ( Modelos cognitivos de deriva-difusión: descripción, aplicaciones y perspectivas )Julio Ernesto Pérez-Parra, Daniel Rojas‐Líbano · 2022 · Studies in Psychology Estudios de Psicología
- A recurrent network architecture explains tectal activity dynamics and experience-dependent behaviourAsaph Zylbertal, I. H. Bianco · 2022 · bioRxiv
- Visual-Motor Integration in the Primate BrainMaureen A. Hagan, Yan T. Wong, Bijan Pesaran · 2020 · Elsevier eBooks
- Spatial But Not Oculomotor Information Biases Perceptual Memory: Evidence From Face Perception and Cognitive ModelingA. Wantz, J. Lobmaier, F. Mast, W. Senn · 2017 · Cognitive Sciences
- Response statistics dissect the contributions of different sources of variability to population activity in V1Mihály Bányai, Zsombor Koman, Gergő Orbán · 2016 · arXiv (Cornell University)