Andrea Stocco

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 27

Top Topics

Cognitive Architecture

Reinforcement Learning

Individual Differences

Top Venues

Top. Cogn. Sci.

Publications

Holly Sue Hake, Bridget Leonard, Sara D. Ulibarri, Thomas J. Grabowski, Hedderik van Rijn, Andrea Stocco
Breaking New Ground in Computational Psychiatry: Model-Based Characterization of Forgetting in Healthy Aging and Mild Cognitive Impairment. CogSci (2023)
Bridget Leonard, Holly Sue Hake, Andrea Stocco
Faulty Memories, Favored Outcomes: How Errors Impact Learning Processes. CogSci (2023)
Yuxue Cher Yang, Andrea Stocco
Allocating Mental Effort in Cognitive Tasks: A Model of Motivation in the ACT-R Cognitive Architecture. Top. Cogn. Sci. 16 (1) (2023)
Christian Lebiere, Edward A. Cranford, Michael K. Martin, Donald Morrison, Andrea Stocco
Cognitive Architectures and their Applications. CIC (2022)
Holly Sue Hake, Catherine Sibert, Andrea Stocco
Inferring a Cognitive Architecture from Multitask Neuroimaging Data: A Data-Driven Test of the Common Model of Cognition Using Granger Causality. Top. Cogn. Sci. 14 (4) (2022)
Briana M. Smith, Madison Thomasson, Yuxue Cher Yang, Catherine Sibert, Andrea Stocco
When Fear Shrinks the Brain: A Computational Model of the Effects of Posttraumatic Stress on Hippocampal Volume. Top. Cogn. Sci. 13 (3) (2021)
Yinan Xu, Chantel S. Prat, Florian Sense, Hedderik van Rijn, Andrea Stocco
Distributed Brain Connectivity Predicts Individual Differences in Forgetting: A Neurocomputational Analysis of resting-state fMRI. CogSci (2021)
Andrea Stocco, Catherine Sibert, Zoe Steine-Hanson, Natalie Koh, John E. Laird, Christian Lebiere, Paul S. Rosenbloom
Analysis of the human connectome data supports the notion of a "Common Model of Cognition" for human and human-like intelligence across domains. NeuroImage 235 (2021)
Andrea Stocco, Chantel S. Prat, Lauren K. Graham
Individual Differences in Reward-Based Learning Predict Fluid Reasoning Abilities. Cogn. Sci. 45 (2) (2021)
Catherine Sibert, Holly Sue Hake, John E. Laird, Christian Lebiere, Paul S. Rosenbloom, Andrea Stocco
The Role of The Basal Ganglia in the Human Cognitive Architecture: A Dynamic Causal Modeling Comparison Across Tasks and Individuals. CogSci (2021)
Micah Ketola, Andrea Stocco, Shelby Thompson, Tara M. Madhyastha, Thomas J. Grabowski
Applying the Common Model of Cognition to Resting-State fMRI Leads to the Identification of Abnormal Functional Connectivity in Parkinson's Disease. CogSci (2020)
Jose M. Ceballos, Andrea Stocco, Chantel S. Prat
The Role of Basal Ganglia Reinforcement Learning in Lexical Ambiguity Resolution. Top. Cogn. Sci. 12 (1) (2020)
Yinan Xu, Andrea Stocco
Reliable Idiographic Parameters From Noisy Behavioral Data: The Case of Individual Differences in a Reinforcement Learning Task. CogSci (2020)
Patrick Rice, Mathi Manavalan, Andrea Stocco
Neuromodulation of electrophysiological correlates of reinforcement learning in humans. CogSci (2019)
Mark G. Orr, Christian Lebiere, Andrea Stocco, Peter Pirolli, Bianica Pires, William G. Kennedy
Multi-scale resolution of neural, cognitive and social systems. Comput. Math. Organ. Theory 25 (1) (2019)
Micah Ketola, Linxing Jiang, Andrea Stocco
Comparing Alternative Computational Models of the Stroop Task Using Effective Connectivity Analysis of fMRI Data. CogSci (2019)
Patrick Rice, Andrea Stocco
The Role of Dorsal Premotor Cortex in Resolving Abstract Motor Rules: Converging Evidence From Transcranial Magnetic Stimulation and Cognitive Modeling. Top. Cogn. Sci. 11 (1) (2019)
Jose M. Ceballos, Andrea Stocco, Chantel S. Prat
The Role of Basal Ganglia Reinforcement Learning in Lexical Priming and Automatic Semantic Ambiguity Resolution. CogSci (2019)
Andrea Stocco, John E. Laird, Christian Lebiere, Paul S. Rosenbloom
Empirical Evidence from Neuroimaging Data for a Standard Model of the Mind. CogSci (2018)
Andrea Stocco
A Biologically Plausible Action Selection System for Cognitive Architectures: Implications of Basal Ganglia Anatomy for Learning and Decision-Making Models. Cogn. Sci. 42 (2) (2018)
Roy Seo, Andrea Stocco, Chantel S. Prat
The bilingual language network: Differential involvement of anterior cingulate, basal ganglia and prefrontal cortex in preparation, monitoring, and execution. NeuroImage 174 (2018)
Linxing Jiang, Andrea Stocco, Darby M. Losey, Justin A. Abernethy, Chantel S. Prat, Rajesh P. N. Rao
BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains. CoRR (2018)
Patrick Rice, Andrea Stocco
Dorsal Premotor Cortex and Conditional Rule Resolution: A High-Frequency TMS Investigation. CogSci (2018)
Mark G. Orr, Christian Lebiere, Andrea Stocco, Peter Pirolli, Bianica Pires, William G. Kennedy
Multi-scale Resolution of Cognitive Architectures: A Paradigm for Simulating Minds and Society. SBP-BRiMS (2018)
Zoe Steine-Hanson, Natalie Koh, Andrea Stocco
Refining the Common Model of Cognition Through Large Neuroscience Data. BICA (2018)
Andrea Stocco
An Integrated Computational Framework for Attention, Reinforcement Learning, and Working Memory. AAAI Fall Symposia (2017)
Darby M. Losey, Andrea Stocco, Justin A. Abernethy, Rajesh P. N. Rao
Navigating a 2D Virtual World Using Direct Brain Stimulation. Frontiers Robotics AI 3 (2016)
Andrea Stocco
Coordinate-Based Meta-Analysis of fMRI Studies with R. R J. 6 (2) (2014)
Andrea Stocco, Christian Lebiere
Inhibitory synapses between striatal projection neurons support efficient enhancement of cortical signals: A computational model. J. Comput. Neurosci. 37 (1) (2014)
Alexei V. Samsonovich, Kamilla R. Johannsdottir, Andrea Stocco, Antonio Chella
Introducing the BICA Society. BICA (2010)
Andrea Stocco, Christian Lebiere, Randall C. O'Reilly, John R. Anderson
The Role of the Basal Ganglia - Anterior Prefrontal Circuit as a Biological Instruction Interpreter. BICA (2010)
Andrea Stocco, Christian Lebiere, John Robert Anderson
Dopamine, Learning, and Production Rules: The Basal Ganglia and the Flexible Control of Information Transfer in the Brain. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures (2009)
Andrea Stocco, John R. Anderson
Endogenous Control and Task Representation: An fMRI Study in Algebraic Problem-solving. J. Cogn. Neurosci. 20 (7) (2008)
Danilo Fum, Fabio Del Missier, Andrea Stocco
The cognitive modeling of human behavior: Why a model is (sometimes) better than 10, 000 words. Cogn. Syst. Res. 8 (3) (2007)
Danilo Fum, Andrea Stocco
Memory, Emotion, and Rationality: An ACT-R interpretation for Gambling Task results. ICCM (2004)