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ORCIDMatt W. Jones
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- affiliation: University of Bristol, School of Physiology and Pharmacology, UK
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Journal Articles
- 2019
[j3]Anna C. Sales
, Karl J. Friston, Matthew W. Jones, Anthony E. Pickering, Rosalyn J. Moran:
Locus Coeruleus tracking of prediction errors optimises cognitive flexibility: An Active Inference model. PLoS Comput. Biol. 15(1) (2019)- 2016
- [j2]Marc Box, Matt W. Jones, Nick Whiteley:
A hidden Markov model for decoding and the analysis of replay in spike trains. J. Comput. Neurosci. 41(3): 339-366 (2016) - 2012
- [j1]Kevin Lloyd, Nadine Becker, Matthew W. Jones, Rafal Bogacz:
Learning to use working memory: a reinforcement learning gating model of rule acquisition in rats. Frontiers Comput. Neurosci. 6: 87 (2012)
Conference and Workshop Papers
- 2024
- [c1]Kipp McAdam Freud, Nathan F. Lepora, Matt W. Jones, Cian O'Donnell:
BrainSLAM: SLAM on Neural Population Activity Data. AAMAS 2024: 607-613
Informal and Other Publications
- 2024
- [i5]Kipp McAdam Freud, Nathan F. Lepora, Matt W. Jones, Cian O'Donnell:
BrainSLAM: SLAM on Neural Population Activity Data. CoRR abs/2402.00588 (2024) - [i4]Tao Li, Lixing Wang, Zihan Qiu, Philippe Ciais, Taochun Sun, Matthew W. Jones, Robbie M. Andrew, Glen P. Peters, Piyu Ke, Xiaoting Huang, Robert B. Jackson, Zhu Liu:
Reconstructing Global Daily CO2 Emissions via Machine Learning. CoRR abs/2407.20057 (2024) - [i3]Amarpal Sahota, Amber Roguski, Matthew W. Jones, Zahraa S. Abdallah, Raúl Santos-Rodríguez:
Investigating Brain Connectivity and Regional Statistics from EEG for early stage Parkinson's Classification. CoRR abs/2408.00711 (2024) - 2023
- [i2]Amarpal Sahota, Amber Roguski, Matthew W. Jones, Michal Rolinski, Alan L. Whone, Raúl Santos-Rodriguez, Zahraa S. Abdallah:
A Time Series Approach to Parkinson's Disease Classification from EEG. CoRR abs/2301.09568 (2023) - 2021
- [i1]Emma L. Roscow, Raymond Chua, Rui Ponte Costa, Matt W. Jones, Nathan F. Lepora:
Learning offline: memory replay in biological and artificial reinforcement learning. CoRR abs/2109.10034 (2021)
Coauthor Index
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