Matthew Botvinick
Impact in
- General Decision Sciences top 0.05%
- Decision-Making and Behavioral Economics
- Cognitive Neuroscience top 0.01%
- Neural and Behavioral Psychology Studies
- Neural dynamics and brain function
- Functional Brain Connectivity Studies
- Memory and Neural Mechanisms
- EEG and Brain-Computer Interfaces
Papers in
-
- Decision-Making and Behavioral Economics 18
-
- Neural and Behavioral Psychology Studies 63
- Neural dynamics and brain function 46
- Memory and Neural Mechanisms 29
- Functional Brain Connectivity Studies 11
- EEG and Brain-Computer Interfaces 10
- Co-authors
- Jonathan D. CohenCameron S. CarterTodd S. BraverDeanna M. BarchAmitai ShenhavNick YeungDouglas C. NollFrancisco Pereira
- Journals
- Nature Neuroscience (8 papers)Psychological Review (7 papers)Trends in Cognitive Sciences (6 papers)NeuroImage (6 papers)Nature Communications (5 papers)
- Partner nations
- United StatesUnited KingdomGermany
In The Last Decade
Matthew Botvinick
135 papers receiving 33.9k citations
Hit Papers
Peers
Comparison fields: 5 of 220
- General Decision Sciences 2.8k
- Cognitive Neuroscience 26.0k
- Experimental and Cognitive Psychology 6.2k
- Applied Psychology 2.1k
- Developmental and Educational Psychology 3.2k
Countries citing papers authored by Matthew Botvinick
This map shows the geographic impact of Matthew Botvinick's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Matthew Botvinick with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthew Botvinick more than expected).
Fields of papers citing papers by Matthew Botvinick
This network shows the impact of papers produced by Matthew Botvinick. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Matthew Botvinick. The network helps show where Matthew Botvinick may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Matthew Botvinick, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 23 | |
| 2 | 2023 | 12 | |
| 3 | 2023 | 2 | |
| 4 | 2022 | 44 | |
| 5 | 2022 | 51 | |
| 6 | 2022 | 20 | |
| 7 | Environmental drivers of systematicity and generalization in a situated agent. | 2020 | 9 |
| 8 | V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control | 2020 | 3 |
| 9 | InfoBot: Transfer and Exploration via the Information Bottleneck | 2019 | 8 |
| 10 | 2018 | 18 | |
| 11 | 2018 | 27 | |
| 12 | Relational Forward Models for Multi-Agent Learning | 2018 | 7 |
| 13 | SCAN: Learning Hierarchical Compositional Visual Concepts | 2018 | 17 |
| 14 | On the importance of single directions for generalization | 2018 | 15 |
| 15 | 2017 | 128 | |
| 16 | beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework Hit paper breakdown → | 2017 | 1198 |
| 17 | 2016 | 264 | |
| 18 | 2013 | 377 | |
| 19 | Learning semantic features for fMRI data from definitional text | 2010 | 10 |
| 20 | 2010 | 236 |
About Matthew Botvinick
Matthew Botvinick is a scholar working on General Decision Sciences, Cognitive Neuroscience, Developmental and Educational Psychology, Safety Research and Artificial Intelligence, having authored 136 papers that have together received 34.8k indexed citations. Recurring topics across this work include Neural and Behavioral Psychology Studies (63 papers), Neural dynamics and brain function (46 papers), Memory and Neural Mechanisms (29 papers), Decision-Making and Behavioral Economics (18 papers), Child and Animal Learning Development (11 papers), Functional Brain Connectivity Studies (11 papers), EEG and Brain-Computer Interfaces (10 papers) and Topic Modeling (9 papers). The work is most often cited by research in General Decision Sciences (2.8k citations), Cognitive Neuroscience (26.0k citations), Experimental and Cognitive Psychology (6.2k citations), Applied Psychology (2.1k citations) and Developmental and Educational Psychology (3.2k citations). Matthew Botvinick has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include Jonathan D. Cohen, Cameron S. Carter, Todd S. Braver, Deanna M. Barch, Amitai Shenhav, Nick Yeung, Douglas C. Noll, Francisco Pereira, Wouter Kool and Joseph T. McGuire. Their work appears in journals such as Nature Neuroscience, Psychological Review, Trends in Cognitive Sciences, NeuroImage and Nature Communications.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.