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Principal Investigator: Professor Anne Collins. The Computational Cognitive Neuroscience ( CCN) Lab is a part of the Department of Psychology and the The Helen Wills Neuroscience Institute at UC Berkeley. We build and test computational models of learning and executive function. We are always looking for new volunteers to contribute to our work.
8-Month-Old Infants Spontaneously Learn and Generalize Hierarchical Rules (2015). Denise M. Werchan, Anne G. E. Collins, Michael J. Frank, and Dima Amso. Psychological Science. Working memory contributions to reinforcement learning impairments in Schizophrenia (2014). Anne GE Collins, Jaime Brown, James Gold, James Waltz, Michael J Frank.
Anne GE Collins. How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis. Cognitive control over learning: creating, clustering, and generalizing task-set structure.
- Prof. Anne GE Collins
- Postdoctoral Researchers
- Graduate Students
- Lab Manager
- Postgraduate Lab Alumni
- Undergraduate/Ra Lab Alumni
Contact: annecollins@berkeley.edu I am an Assistant Professor in the department of Psychology and a member of the The Helen Wills Neuroscience Instituteat UC Berkeley. Previously, I was a post-doctoral research associate at Brown University, in the Laboratory of Neural Computation and Cognition (LNCC), with Prof. Michael Frank. I studied math and s...
Beth Baribault Contact: baribault@berkeley.edu After earning my BA in Psychology at SUNY Purchase College, I obtained my MA in Psychology and PhD in Cognitive Science at UC Irvine. My background is in computational cognitive modeling, with a special emphasis on hierarchical Bayesian modeling. The overarching goal of my research has been to investig...
Milena Rmus Contact: milena_rmus@berkeley.edu I obtained my undergraduate degree in Cognitive Neuroscience from Brown University, after which I spent a year working as a research assistant at Princeton University. My research interests include studying cognitive mechanisms of learning, memory, and decision-making using computational models and neur...
Amy Zou Contact: amyzou@berkeley.edu I got my undergraduate degrees in Cognitive Science and Linguistics from UC Berkeley. Previously, I worked with Dr. Linda Wilbrecht to investigate the effects of early-life food insecurity in mice, and Dr. Anne Collins to develop reinforcement learning models to analyze their cognitive performance. I was also in...
Jimmy Xia (Graduate Student - now at The D. E. Shaw Group) Maria Eckstein (Graduate Student, Postdoctoral Researcher - now at DeepMind) Sam McDougle (Postdoctoral Researcher - now Assistant Professor at Yale)
Flora Dong (Undergraduate Research Assistant) Daniela Muñoz-Lopez (Undergraduate Honors Student) Josie Christon (Undergraduate Research Assistant) Philip Papapolyzos (Undergraduate Research Assistant) Tory Benson (Undergraduate Research Assistant) Christina Su (Undergraduate Research Assistant) May Liu (Undergraduate Research Assistant) Kyle Giffin...
Anne Collins (born 1952) is a Canadian writer, editor and publishing executive who won the Governor General's Award for English-language non-fiction in 1988. Born in Whitby, Ontario, Collins earned a Bachelor of Arts from York University and has held a wide range of writing and editorial jobs in the Canadian publishing and magazine industry. [1]
Anne G E Collins Reinforcement learning (RL) is a concept that has been invaluable to research fields including machine learning, neuroscience, and cognitive science.
Yoo and Collins (2022) Journal of Cognitive Neuroscience. Advances in modeling learning and decision-making in neuroscience [PDF] Collins and Shenhav (2021) Neuropsychopharmacology. How the Mind Creates Structure: Hierarchical Learning of Action Sequences [PDF] Eckstein and Collins (2021) Proceedings of Cog Sci 2021.
