Murray Shanahan

The entropic brain: a theory of conscious states informed by neuroimaging research with psychedelic drugs

Robin Carhart‐Harris, Robert Leech, Peter J. Hellyer et al. · Frontiers in Human Neuroscience · 2014 · 1.3K citations · Full text

Medicine, Neurobiology, Neuroscience +16

Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

Nat Dilokthanakul, Pedro A. M. Mediano, Marta Garnelo et al. · arXiv (Cornell University) · 2016 · 500 citations · Full text

Computing, Computer Science, Computer Vision +15

Talking about Large Language Models

Murray Shanahan · Communications of the ACM · 2024 · 291 citations · Full text

Computing, Computer Science, Philosophy +9

Reconciling deep learning with symbolic artificial intelligence: representing objects and relations

Marta Garnelo, Murray Shanahan · Current Opinion in Behavioral Sciences · 2019 · 253 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Prediction is deduction but explanation is abduction

Murray Shanahan · International Joint Conference on Artificial Intelligence · 1989 · 246 citations

Computing, Computer Science, Causal Inference +16