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Computational neuroscience, Cognitive science, Procedural memory, Episodic memory, Cognitive architecture
United States

Activities

Employment (3)

University of Washington: Seattle, Washington, US

2019-09-16 to present | Associate Professor (Psychology)
Employment
Source: Self-asserted source
Andrea Stocco

University of Washington: Seattle, WA, US

2015-05-06 to 2019-09-15 | Assistant professor (Psychology)
Employment
Source: Self-asserted source
Andrea Stocco

University of Washington: Seattle, WA, US

2012-07 to 2015-05-06 | Research Assistant Professor (Psychology)
Employment
Source: Self-asserted source
Andrea Stocco

Education and qualifications (2)

Università degli Studi di Trieste: Trieste, Friuli-Venezia Giulia, IT

2002-01 to 2005-04 | Ph.D. (Psicologia)
Education
Source: Self-asserted source
Andrea Stocco

Universita degli Studi di Trieste Facolta di Scienze della Formazione: Trieste, Friuli-Venezia Giulia, IT

1995-09 to 2001-11 | Laurea
Education
Source: Self-asserted source
Andrea Stocco

Works (50 of 80)

Items per page:
Page 1 of 2

Reliance on Episodic vs. Procedural Systems in Decision-Making Depends on Individual Differences in Their Relative Neural Efficiency

Computational Brain & Behavior
2024-09 | Journal article
Contributors: Yuxue C. Yang; Catherine Sibert; Andrea Stocco
Source: check_circle
Crossref

Beyond Mediator Retrievals: Charting the Path by Which Errors Lead to Better Memory Consolidation

2024-05-21 | Preprint
Contributors: Bridget Leonard; Andrea Stocco; Holly Sue Hake
Source: check_circle
Crossref

Model-Based Characterization of Forgetting in Children and Across The Lifespan

2024-05-17 | Preprint
Contributors: Anais Capik; Holly Sue Hake; S. Bahar Sener; Ariel Starr; Andrea Stocco
Source: check_circle
Crossref

An Integrated Computational Framework for the Neurobiology of Memory Based on the ACT-R Declarative Memory System

Computational Brain & Behavior
2024-03 | Journal article
Contributors: Andrea Stocco; Patrick Rice; Robert Thomson; Briana Smith; Don Morrison; Christian Lebiere
Source: check_circle
Crossref

Large-Scale Longitudinal Assessment of Declining Memory Function Through Individualized Modeling of Episodic Memory

2024-03-16 | Preprint
Contributors: Holly S. Hake; Maarten van der Velde; Bridget Leonard; Thomas Grabowski; Hedderik van Rijn; Andrea Stocco
Source: check_circle
Crossref

Errors Are The Stepping Stones to Learning: Trial-by-Trial Modeling Reveals Overwhelming Evidence for Mediator Retrievals of Previous Errors in Memory Consolidation

2023-12-08 | Preprint
Contributors: Bridget Leonard; Andrea Stocco; Holly Sue Hake
Source: check_circle
Crossref

Adaptive Coding Explains the Paradoxical Relationship between hippocampus size and memory function in Alzheimer’s Disease, Autism Spectrum Disorder, and PTSD

2023-11-22 | Preprint
Contributors: Andrea Stocco; Holly S. Hake; Bridget Leonard; Xinyue Li
Source: check_circle
Crossref

Errors Are The Stepping Stones to Learning: Trial-by-Trial Modeling Reveals Overwhelming Evidence for Mediator Retrievals of Previous Errors in Memory Consolidation

2023-06-19 | Preprint
Contributors: Bridget Leonard; Andrea Stocco
Source: check_circle
Crossref

Breaking New Ground in Computational Psychiatry: Model-Based Characterization of Forgetting in Healthy Aging and Mild Cognitive Impairment

2023-05-14 | Preprint
Contributors: Holly Sue Hake; Bridget Leonard; Sara Ulibarri; Thomas Grabowski; Hedderik Van Rijn; Andrea Stocco
Source: check_circle
Crossref

Faulty Memories, Favored Outcomes: How Errors Impact Learning Processes

2023-05-14 | Preprint
Contributors: Bridget Leonard; Holly Sue Hake; Andrea Stocco
Source: check_circle
Crossref

Reliance on Episodic vs. Procedural Systems in Decision-Making Depends on Individual Differences in Their Relative Neural Efficiency

2023-01-10 | Preprint
Contributors: Yuxue Cher Yang; Catherine Sibert; Andrea Stocco
Source: check_circle
Crossref

Analysis of the human connectome data supports the notion of a “Common Model of Cognition” for human and human-like intelligence across domains

NeuroImage
2021 | Journal article
EID:

2-s2.0-85104336740

Part of ISSN: 10959572 10538119
Contributors: Stocco, A.; Sibert, C.; Steine-Hanson, Z.; Koh, N.; Laird, J.E.; Lebiere, C.J.; Rosenbloom, P.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 3)‎

Core Cognitive Mechanisms Underlying Syntactic Priming: A Comparison of Three Alternative Models

Frontiers in Psychology
2021 | Journal article
EID:

2-s2.0-85110175386

Part of ISSN: 16641078
Contributors: Yang, Y.C.; Karmol, A.M.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 3)‎

Recovering Reliable Idiographic Biological Parameters from Noisy Behavioral Data: the Case of Basal Ganglia Indices in the Probabilistic Selection Task

Computational Brain and Behavior
2021 | Journal article
EID:

2-s2.0-85112420839

Part of ISSN: 2522087X
Contributors: Xu, Y.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Reflections of idiographic long-term memory characteristics in resting-state neuroimaging data

Cognition
2021 | Journal article
EID:

2-s2.0-85102751284

Part of ISSN: 18737838 00100277
Contributors: Zhou, P.; Sense, F.; van Rijn, H.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 3)‎

When Fear Shrinks the Brain: A Computational Model of the Effects of Posttraumatic Stress on Hippocampal Volume

Topics in Cognitive Science
2021 | Journal article
EID:

2-s2.0-85108832450

Part of ISSN: 17568765 17568757
Contributors: Smith, B.M.; Thomasson, M.; Yang, Y.C.; Sibert, C.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 3)‎

Memory, Interrupted: A Retrieval Model of Intrusive Memories, Recovery Trajectories, and Neurobiological Effects in Post-Traumatic Stress Disorder

2021-11-04 | Preprint
Contributors: Andrea Stocco; Briana M Smith; Emma PeConga; Lori Zoellner
Source: check_circle
Crossref

Qualitative Invariant Effects Arise from Neural Constraints: Common Architecture and Sources of Individual Differences

Journal of Cognition
2021-08-27 | Journal article
Contributors: Andrea Stocco
Source: check_circle
Crossref

Default Mode Network Connectivity Predicts Individual Differences in Long-Term Forgetting: Evidence for Storage Decay, not Retrieval Failure

2021-08-05 | Preprint
Contributors: Yinan Xu; Chantel Prat; Florian Sense; Hedderik van Rijn; Andrea Stocco
Source: check_circle
Crossref

Individual Differences in Reward‐Based Learning Predict Fluid Reasoning Abilities

Cognitive Science
2021-02 | Journal article
Contributors: Andrea Stocco; Chantel S. Prat; Lauren K. Graham
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Are standard reinforcement learning models too flexible?

Proceedings of ICCM 2019 - 17th International Conference on Cognitive Modeling
2020 | Conference paper
EID:

2-s2.0-85085497727

Contributors: Rice, P.J.; Manavalan, M.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Pyneal: Open Source Real-Time fMRI Software

Frontiers in Neuroscience
2020 | Journal article
EID:

2-s2.0-85091760291

Part of ISSN: 1662453X 16624548
Contributors: MacInnes, J.J.; Adcock, R.A.; Stocco, A.; Prat, C.S.; Rao, R.P.N.; Dickerson, K.C.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 3)‎

Repeated Application of Transcranial Diagnostic Ultrasound Towards the Visual Cortex Induced Illusory Visual Percepts in Healthy Participants

Frontiers in Human Neuroscience
2020 | Journal article
Contributors: Schimek, Nels; Burke-Conte, Zeb; Abernethy, Justin; Schimek, Maren; Burke-Conte, Celeste; Bobola, Michael; Stocco, Andrea; Mourad, Pierre D.
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 3)‎

Syntactic priming depends on procedural, reward-based computations: Evidence from experimental data and a computational model

Proceedings of ICCM 2019 - 17th International Conference on Cognitive Modeling
2020 | Conference paper
EID:

2-s2.0-85085517436

Contributors: Yang, Y.C.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Reflections of Idiographic Long-Term Memory Characteristics In Resting-State Neuroimaging Data

2020-04-20 | Preprint
Contributors: Peiyun Zhou; Florian Sense; Hedderik van Rijn; Andrea Stocco
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Monitoring of attentional oscillations through Spectral Similarity Analysis predicts reading comprehension

Brain and Language
2020-01 | Journal article
Part of ISSN: 0093-934X
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎

The Role of Basal Ganglia Reinforcement Learning in Lexical Ambiguity Resolution

Topics in Cognitive Science
2020-01 | Journal article
Part of ISSN: 1756-8757
Part of ISSN: 1756-8765
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎

Analysis of the human connectome data supports the notion of a ⇜common model of cognition⇝ for human and human-like intelligence across domains

bioRxiv
2019 | Other
EID:

2-s2.0-85105691043

Part of ISSN: 26928205
Contributors: Stocco, A.; Sibert, C.; Steine-Hanson, Z.; Koh, N.; Laird, J.E.; Lebiere, C.J.; Rosenbloom, P.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Comparing Alternative Computational Models of the Stroop Task Using Effective Connectivity Analysis of fMRI Data

bioRxiv
2019 | Other
EID:

2-s2.0-85095619381

Part of ISSN: 26928205
Contributors: Ketola, M.; Jiang, L.P.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Effects of bilingual language experience on basal ganglia computations: A dynamic causal modeling test of the conditional routing model

Brain and Language
2019-10 | Journal article
Part of ISSN: 0093-934X
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎

BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains

Scientific Reports
2019-04-16 | Journal article
Contributors: Linxing Jiang; Andrea Stocco; Darby M. Losey; Justin A. Abernethy; Chantel S. Prat; Rajesh P. N. Rao
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Multi-scale resolution of neural, cognitive and social systems

Computational and Mathematical Organization Theory
2019-03 | Journal article
Part of ISSN: 1381-298X
Part of ISSN: 1572-9346
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎

Commentary on Neuroemergentism: A framework for studying cognition and the brain. The neurocomputations of neuroemergentism: Long-term memory + reinforcement learning = language?

Journal of Neurolinguistics
2019-02 | Journal article
Contributors: Andrea Stocco
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

The Role of Dorsal Premotor Cortex in Resolving Abstract Motor Rules: Converging Evidence From Transcranial Magnetic Stimulation and Cognitive Modeling

Topics in Cognitive Science
2019-01 | Journal article
Part of ISSN: 1756-8757
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎

BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains

bioRxiv
2018 | Other
EID:

2-s2.0-85095647249

Part of ISSN: 26928205
Contributors: Jiang, L.; Stocco, A.; Losey, D.M.; Abernethy, J.A.; Prat, C.S.; Rao, R.P.N.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains

arXiv
2018 | Other
EID:

2-s2.0-85094385166

Part of ISSN: 23318422
Contributors: Jiang, L.; Stocco, A.; Losey, D.M.; Abernethy, J.A.; Prat, C.S.; Rao, R.P.N.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Learning Task Knowledge

Interactive Task Learning: Humans, Robots, and Agents Acquiring New Tasks Through Natural Interactions
2018 | Journal article
Contributors: Salvucci, Dario D.; Laird, John E.; Chang, Franklin; Forbus, Kenneth D.; Kordjamshidi, Parisa; Mitchell, Tom M.; Mohan, Shiwali; Spranger, Michael; Stevenson, Suzanne; Stocco, Andrea et al.
Source: check_circle
Web of Science Researcher Profile Sync

Mechanisms of rule resolution in premotor cortex: A combined TMS/Computational modeling study

Proceedings of ICCM 2018 - 16th International Conference on Cognitive Modeling
2018 | Conference paper
EID:

2-s2.0-85085482656

Contributors: Rice, P.J.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Multi-scale Resolution of Cognitive Architectures: <i>A Paradigm for Simulating Minds and Society</i>

Lecture Notes in Computer Science
2018 | Journal article
Contributors: Orr, Mark G.; Lebiere, Christian; Stocco, Andrea; Pirolli, Peter; Pires, Bianica; Kennedy, William G.
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 3)‎

Refining the Common Model of Cognition Through Large Neuroscience Data

Procedia Computer Science
2018 | Journal article
Part of ISSN: 1877-0509
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 3)‎

Relating individual differences in bilingual language experiences to executive attention

Language, Cognition and Neuroscience
2018-10-21 | Journal article
Part of ISSN: 2327-3798
Part of ISSN: 2327-3801
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎

The bilingual language network: Differential involvement of anterior cingulate, basal ganglia and prefrontal cortex in preparation, monitoring, and execution

NeuroImage
2018-07 | Journal article
Part of ISSN: 1053-8119
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎

Human performance across decision making, selective attention, and working memory tasks: Experimental data and computer simulations

Data in Brief
2018-04 | Journal article
Part of ISSN: 2352-3409
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎

A Biologically Plausible Action Selection System for Cognitive Architectures: Implications of Basal Ganglia Anatomy for Learning and Decision-Making Models

Cognitive Science
2018-03 | Journal article
Part of ISSN: 0364-0213
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎

An integrated computational framework for attention, reinforcement learning, and working memory

AAAI Fall Symposium - Technical Report
2017 | Conference paper
EID:

2-s2.0-85044457065

Contributors: Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Basal ganglia-inspired functional constraints improve the robustness of q-value estimates in model-free reinforcement learning

Proceedings of ICCM 2017 - 15th International Conference on Cognitive Modeling
2017 | Conference paper
EID:

2-s2.0-85079006132

Contributors: Rice, P.J.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Individual differences in the Simon effect are underpinned by differences in the competitive dynamics in the basal ganglia: An experimental verification and a computational model

Cognition
2017-07 | Journal article
Contributors: Andrea Stocco; Nicole L. Murray; Brianna L. Yamasaki; Taylor J. Renno; Jimmy Nguyen; Chantel S. Prat
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

Let's talk, brain to brain

New Scientist
2016 | Journal article
Contributors: Stocco, Andrea
Source: check_circle
Web of Science Researcher Profile Sync

The minimalist interference model of the implicit association test predicts working memory confounds

Proceedings of ICCM 2016 - 14th International Conference on Cognitive Modeling
2016 | Conference paper
EID:

2-s2.0-85085482469

Contributors: McDonald, M.P.; Stocco, A.
Source: Self-asserted source
Andrea Stocco via Scopus - Elsevier
grade
Preferred source (of 2)‎

Navigating a 2D Virtual World Using Direct Brain Stimulation

Frontiers in Robotics and AI
2016-11-16 | Journal article
Part of ISSN: 2296-9144
Source: Self-asserted source
Andrea Stocco
grade
Preferred source (of 4)‎
Items per page:
Page 1 of 2

Peer review (11 reviews for 8 publications/grants)

Review activity for Cognitive science. (3)
Review activity for Cognitive systems research. (2)
Review activity for Computational Brain & Behavior. (1)
Review activity for Journal of experimental psychology. (1)
Review activity for Journal of experimental psychology. (1)
Review activity for Nature communications (1)
Review activity for PLoS computational biology. (1)
Review activity for PloS one. (1)