Andrea Stocco

Andrea Stocco

University of Washington

H-index: 24

North America-United States

About Andrea Stocco

Andrea Stocco, With an exceptional h-index of 24 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Cognitive Neuroscience, Computational Modeling, Cognitive Modeling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Allocating Mental Effort in Cognitive Tasks: A Model of Motivation in the ACT‐R Cognitive Architecture

An integrated computational framework for the neurobiology of memory based on the ACT-R declarative memory system

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

Faulty Memories, Favored Outcomes: How Errors Impact Learning Processes

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

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

Explanatory Computational Models in Cognitive Neuroscience

Competing Decision-Making Systems Are Adaptively Chosen Based on Individual Differences in Brain Connectivity.

Andrea Stocco Information

University

Position

___

Citations(all)

3068

Citations(since 2020)

1610

Cited By

2127

hIndex(all)

24

hIndex(since 2020)

19

i10Index(all)

42

i10Index(since 2020)

31

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

Andrea Stocco Skills & Research Interests

Cognitive Neuroscience

Computational Modeling

Cognitive Modeling

Top articles of Andrea Stocco

Title

Journal

Author(s)

Publication Date

Allocating Mental Effort in Cognitive Tasks: A Model of Motivation in the ACT‐R Cognitive Architecture

Topics in Cognitive Science

Yuxue C Yang

Andrea Stocco

2024/1

An integrated computational framework for the neurobiology of memory based on the ACT-R declarative memory system

Computational Brain & Behavior

Andrea Stocco

Patrick Rice

Robert Thomson

Briana Smith

Don Morrison

...

2024/3

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

medRxiv

Holly Sue Hake

Maarten van der Velde

Bridget Leonard

Thomas Grabowski

Hedderik van Rijn

...

2024

Faulty Memories, Favored Outcomes: How Errors Impact Learning Processes

Proceedings of the Annual Meeting of the Cognitive Science Society

Bridget Leonard

Andrea Stocco

2023

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

medRxiv

Holly Sue Hake

Bridget Leonard

Sara Ulibarri

Thomas Grabowski

Hedderik Van Rijn

...

2023

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

Bridget Leonard

Andrea Stocco

2023/6/19

Explanatory Computational Models in Cognitive Neuroscience

Andrea Stocco

2023/1/24

Competing Decision-Making Systems Are Adaptively Chosen Based on Individual Differences in Brain Connectivity.

Biorxiv: the Preprint Server for Biology

Y Yang

C Sibert

A Stocco

2023/1/10

Efficient Memory Encoding Explains the Interactions Between Hippocampus Size, Individual Experience, and Clinical Outcomes: A Computational Model

bioRxiv

Andrea Stocco

Briana M Smith

Bridget Leonard

Holly Sue Hake

2023

Increased basal ganglia modulatory effective connectivity observed in resting-state fMRI in individuals with Parkinson’s disease

Frontiers in Aging Neuroscience

Nicholas J Wapstra

Micah Ketola

Shelby Thompson

Adel Lee

Tara Madhyastha

...

2022/3/8

The Cognitive Substrates of Model-Based Learning: An Integrative Declarative-Procedural Model

Y Yang

Andrea Stocco

2022

Cognitive architectures and their applications

Christian Lebiere

Edward A Cranford

Michael Martin

Donald Morrison

Andrea Stocco

2022/12/14

A model of motivation and effort allocation in the ACT-R cognitive architecture

International Conference on Cognitive Modeling

Y Yang

Andrea Stocco

2022

Inferring a Cognitive Architecture from Multitask Neuroimaging Data: A Data‐Driven Test of the Common Model of Cognition Using Granger Causality

Topics in Cognitive Science

Holly Sue Hake

Catherine Sibert

Andrea Stocco

2022/10

The structured mind at rest: low-frequency oscillations reflect interactive dynamics between spontaneous brain activity and a common architecture for task control

Frontiers in Neuroscience

Catherine Sibert

Holly Sue Hake

Andrea Stocco

2022/7/11

Individual differences in reward‐based learning predict fluid reasoning abilities

Cognitive Science

Andrea Stocco

Chantel S Prat

Lauren K Graham

2021/2

The structured mind at rest: Evidence for the “common model of cognition” in resting state fmri

International Conference on Cognitive Modeling. Society for Mathematical Psychology

Catherine Sibert

Holly Hake

Andrea Stocco

2021

Distributed Patterns of Functional Connectivity Underlie Individual Differences in Long-Term Memory Forgetting

bioRxiv

Yinan Xu

Chantel Prat

Florian Sense

Hedderik van Rijn

Andrea Stocco

2021/8/5

Estimating individual differences in working memory through ACT-R modeling and resting state connectivity

Proceedings of the 19th International Conference on Cognitive Modeling

PJ Rice

Andrea Stocco

2021

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

NeuroImage

Andrea Stocco

Catherine Sibert

Zoe Steine-Hanson

Natalie Koh

John E Laird

...

2021/7/15

See List of Professors in Andrea Stocco University(University of Washington)

Co-Authors

H-index: 142
John R Anderson

John R Anderson

Carnegie Mellon University

H-index: 69
Randall O'Reilly

Randall O'Reilly

University of California, Davis

H-index: 66
Rajesh P. N. Rao

Rajesh P. N. Rao

University of Washington

H-index: 60
John Laird

John Laird

University of Michigan

H-index: 49
Hedderik van Rijn

Hedderik van Rijn

Rijksuniversiteit Groningen

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