Murray Shanahan

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Marta GarneloResearch Scientist at DeepMindVerified email at google.com
Robert LeechKing's College LondonVerified email at kcl.ac.uk
Peter J. HellyerKing's College LondonVerified email at kcl.ac.uk
Pedro A.M. MedianoUniversity of CambridgeVerified email at cam.ac.uk
Nat DilokthanakulVidyasirimedhi Institute of Science and TechnologyVerified email at vistec.ac.th
Zafeirios FountasGroup Leader, Huawei Technologies - London Research CenterVerified email at imperial.ac.uk
David BhowmikImperial CollegeVerified email at imperial.ac.uk
Kai ArulkumaranArayaVerified email at araya.org
Dr Gregory ScottAcademic Clinical Lecturer, Imperial College LondonVerified email at imperial.ac.uk
Edward LockhartDeepMindVerified email at deepmind.com
Matthew BotvinickDirector of Neuroscience Research, Team Lead in AI Research, DeepMindVerified email at google.com
S. M. Ali EslamiGoogle DeepMindVerified email at google.com
Danilo J. RezendeSenior Staff Research Scientist at DeepMindVerified email at google.com
Mark WildieImperial College LondonVerified email at imperial.ac.uk
David J SharpDirector Care Research & Technology Centre, UK Dementia Research Institute, Imperial College LondonVerified email at imperial.ac.uk
Bernard Baars(Former) Senior Fellow in Theoretical Neurobiology, The Neurosciences InstituteVerified email at nsi.edu
Dante R. ChialvoProfessor UNSAM (Univ. N. San Martin) Argentina. Ctr. Complex Syst. & Brain SciencesVerified email at unsam.edu.ar
Robin Carhart-HarrisUniversity of California, San FranciscoVerified email at imperial.ac.uk
Enzo TagliazucchiUniversity of Buenos Aires and Latin American Brain Health Institute (BrainLat), UAIVerified email at df.uba.ar
nuttVerified email at imperial.ac.uk

Murray Shanahan

Imperial College London / DeepMind

Verified email at imperial.ac.uk

Artificial intelligence machine learning neurodynamics consciousness


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The entropic brain: a theory of conscious states informed by neuroimaging research with psychedelic drugs RL Carhart-Harris, R Leech, PJ Hellyer, M Shanahan, A Feilding, ... Frontiers in human neuroscience, 20, 2014	783	2014
The event calculus explained M Shanahan Artificial intelligence today, 409-430, 1999	610	1999
Solving the frame problem: a mathematical investigation of the common sense law of inertia M Shanahan MIT press, 1997	563	1997
Deep unsupervised clustering with gaussian mixture variational autoencoders N Dilokthanakul, PAM Mediano, M Garnelo, MCH Lee, H Salimbeni, ... arXiv preprint arXiv:1611.02648, 2016	485	2016
Conditional neural processes M Garnelo, D Rosenbaum, C Maddison, T Ramalho, D Saxton, ... International Conference on Machine Learning, 1704-1713, 2018	358	2018
Prediction is Deduction but Explanation is Abduction. M Shanahan IJCAI 89, 1055-1060, 1989	325	1989
The technological singularity M Shanahan MIT press, 2015	312	2015
A cognitive architecture that combines internal simulation with a global workspace M Shanahan Consciousness and cognition 15 (2), 433-449, 2006	283	2006
Metastable chimera states in community-structured oscillator networks M Shanahan Chaos: An Interdisciplinary Journal of Nonlinear Science 20 (1), 013108, 2010	231	2010
Applying global workspace theory to the frame problem M Shanahan, B Baars Cognition 98 (2), 157-176, 2005	230	2005
Large-Scale Network Organisation in the Avian Forebrain: A Connectivity Matrix and Theoretical Analysis M Shanahan, VP Bingman, T Shimizu, M Wild, O Güntürkün Frontiers in Computational Neuroscience 7, 89, 2013	200	2013
An abductive event calculus planner M Shanahan The Journal of Logic Programming 44 (1-3), 207-240, 2000	199	2000
Embodiment and the inner life: Cognition and Consciousness in the Space of Possible Minds M Shanahan Oxford University Press, USA, 2010	195	2010
Towards deep symbolic reinforcement learning M Garnelo, K Arulkumaran, M Shanahan arXiv preprint arXiv:1609.05518, 2016	194	2016
The control of global brain dynamics: opposing actions of frontoparietal control and default mode networks on attention PJ Hellyer, M Shanahan, G Scott, RJS Wise, DJ Sharp, R Leech Journal of Neuroscience 34 (2), 451-461, 2014	194	2014
Relational deep reinforcement learning V Zambaldi, D Raposo, A Santoro, V Bapst, Y Li, I Babuschkin, K Tuyls, ... arXiv preprint arXiv:1806.01830, 2018	192	2018
The frame problem M Shanahan	191	2004
The event calculus in classical logic-alternative axiomatisations R Miller, M Shanahan Linköping University Electronic Press, 1999	187	1999
Some alternative formulations of the event calculus R Miller, M Shanahan Computational logic: logic programming and beyond, 452-490, 2002	182	2002
Perception as abduction: Turning sensor data into meaningful representation M Shanahan Cognitive science 29 (1), 103-134, 2005	178	2005

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