Advanced search
Publication Cover
IETE Journal of Research Volume 49, 2003 - Issue 2-3: Cognitive Science
Submit an article Journal homepage
331
Views
39
CrossRef citations to date
0
Altmetric
Original Articles

Uncertainty and Learning

Peter DayanGatsby Computational Neuroscience Unit, University College London, Alexandra House, 17 Queen Square, LondonWC1N 3AR, UK. email: [email protected], [email protected]View further author information
&
Angela JyuGatsby Computational Neuroscience Unit, University College London, Alexandra House, 17 Queen Square, LondonWC1N 3AR, UK. email: [email protected], [email protected]View further author information
Pages 171-181 | Published online: 26 Mar 2015

Citations (39)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (3)

Daniel Osorio, Abigail D. Ham, Zsusanna Gonda & Richard J. Andrew. (2009) Sensory generalization and learning about novel colours by poultry chicks. The Quarterly Journal of Experimental Psychology 62:7, pages 1249-1256.
Read now
Lee Hogarth, Anthony Dickinson, Alison Austin, Craig Brown & Theodora Duka. (2008) Attention and expectation in human predictive learning: The role of uncertainty. The Quarterly Journal of Experimental Psychology 61:11, pages 1658-1668.
Read now
Peter Dayan & Angela J. Yu. (2006) Phasic norepinephrine: A neural interrupt signal for unexpected events. Network: Computation in Neural Systems 17:4, pages 335-350.
Read now

Articles from other publishers (36)

Hamit Basgol, Inci Ayhan & Emre Ugur. (2024) Predictive event segmentation and representation with neural networks: A self-supervised model assessed by psychological experiments. Cognitive Systems Research 83, pages 101167.
Crossref
Francisco Cervantes Constantino, Thaiz Sánchez‐Costa, Germán A. Cipriani & Alejandra Carboni. (2023) Visuospatial attention revamps cortical processing of sound amid audiovisual uncertainty. Psychophysiology 60:10.
Crossref
Manoj Kumar, Ariel Goldstein, Sebastian Michelmann, Jeffrey M. Zacks, Uri Hasson & Kenneth A. Norman. (2023) Bayesian Surprise Predicts Human Event Segmentation in Story Listening. Cognitive Science 47:10.
Crossref
Hardik Rajpal, Pedro A.M. Mediano, Fernando E. Rosas, Christopher B. Timmermann, Stefan Brugger, Suresh Muthukumaraswamy, Anil K. Seth, Daniel Bor, Robin L. Carhart-Harris & Henrik J. Jensen. (2022) Psychedelics and schizophrenia: Distinct alterations to Bayesian inference. NeuroImage 263, pages 119624.
Crossref
Tom Arthur & David J. Harris. (2021) Predictive eye movements are adjusted in a Bayes-optimal fashion in response to unexpectedly changing environmental probabilities. Cortex 145, pages 212-225.
Crossref
Payam Piray & Nathaniel D. Daw. (2021) A model for learning based on the joint estimation of stochasticity and volatility. Nature Communications 12:1.
Crossref
Gina R. Kuperberg. (2020) Tea With Milk? A Hierarchical Generative Framework of Sequential Event Comprehension. Topics in Cognitive Science 13:1, pages 256-298.
Crossref
İsmail Devecioğlu & Burak Güçlü. (2020) Psychophysical detection and learning in freely behaving rats: a probabilistic dynamical model for operant conditioning. Journal of Computational Neuroscience 48:3, pages 333-353.
Crossref
Payam Piray & Nathaniel D. Daw. (2020) A simple model for learning in volatile environments. PLOS Computational Biology 16:7, pages e1007963.
Crossref
Boyd Eric White. (2021) In Praise of Uncertainty, Ambiguity and Wonder. McGill Journal of Education 55:3, pages 666-673.
Crossref
Clare Press, Peter Kok & Daniel Yon. (2020) The Perceptual Prediction Paradox. Trends in Cognitive Sciences 24:1, pages 13-24.
Crossref
Jan Drugowitsch, André G. Mendonça, Zachary F. Mainen & Alexandre Pouget. (2019) Learning optimal decisions with confidence. Proceedings of the National Academy of Sciences 116:49, pages 24872-24880.
Crossref
Lara C Easdale, Mike E Le Pelley & Tom Beesley. (2018) The onset of uncertainty facilitates the learning of new associations by increasing attention to cues. Quarterly Journal of Experimental Psychology 72:2, pages 193-208.
Crossref
Juanita Todd, Alexander Provost, Lisa Whitson & Daniel Mullens. (2018) Initial Uncertainty Impacts Statistical Learning in Sound Sequence Processing. Neuroscience 389, pages 41-53.
Crossref
Micha Heilbron & Maria Chait. (2018) Great Expectations: Is there Evidence for Predictive Coding in Auditory Cortex?. Neuroscience 389, pages 54-73.
Crossref
Viridiana L. Benitez & Jenny R. Saffran. (2018) Predictable Events Enhance Word Learning in Toddlers. Current Biology 28:17, pages 2787-2793.e4.
Crossref
Fernando Bravo, Ian Cross, Emmanuel Andreas Stamatakis & Martin Rohrmeier. (2017) Sensory cortical response to uncertainty and low salience during recognition of affective cues in musical intervals. PLOS ONE 12:4, pages e0175991.
Crossref
Juanita Todd, Alexander Provost, Lisa Whitson & Daniel Mullens. (2016) Initial uncertainty impacts statistical learning in sound sequence processing. Journal of Physiology-Paris 110:4, pages 497-507.
Crossref
Z. Bylinskii, E.M. DeGennaro, R. Rajalingham, H. Ruda, J. Zhang & J.K. Tsotsos. (2015) Towards the quantitative evaluation of visual attention models. Vision Research 116, pages 258-268.
Crossref
A. C. Smith. 2015. Advanced State Space Methods for Neural and Clinical Data. Advanced State Space Methods for Neural and Clinical Data 231 254 .
Karen Banai & Sygal Amitay. (2015) The Effects of Stimulus Variability on the Perceptual Learning of Speech and Non-Speech Stimuli. PLOS ONE 10:2, pages e0118465.
Crossref
Pedram Daee, Maryam S. Mirian & Majid Nili Ahmadabadi. (2014) Reward Maximization Justifies the Transition from Sensory Selection at Childhood to Sensory Integration at Adulthood. PLoS ONE 9:7, pages e103143.
Crossref
Renaud Jardri & Sophie Denève. (2013) Circular inferences in schizophrenia. Brain 136:11, pages 3227-3241.
Crossref
G. Pfuhl, H. Tjelmeland & R. Biegler. (2010) Precision and Reliability in Animal Navigation. Bulletin of Mathematical Biology 73:5, pages 951-977.
Crossref
Jean Daunizeau, Hanneke E. M. den Ouden, Matthias Pessiglione, Stefan J. Kiebel, Klaas E. Stephan & Karl J. Friston. (2010) Observing the Observer (I): Meta-Bayesian Models of Learning and Decision-Making. PLoS ONE 5:12, pages e15554.
Crossref
Michael Pfeiffer, Bernhard Nessler, Rodney J. Douglas & Wolfgang Maass. (2010) Reward-Modulated Hebbian Learning of Decision Making. Neural Computation 22:6, pages 1399-1444.
Crossref
Tobias Larsen, David S. Leslie, Edmund J. Collins & Rafal Bogacz. (2010) Posterior Weighted Reinforcement Learning with State Uncertainty. Neural Computation 22:5, pages 1149-1179.
Crossref
HIROKAZU TANAKA. (2010) Generalization in motor adaptation: A computational perspective on recent developments. Japanese Psychological Research 52:2, pages 132-146.
Crossref
Eurico Lopes. 2010. Key Competencies in the Knowledge Society. Key Competencies in the Knowledge Society 246 256 .
Aaron R. Seitz & Takeo Watanabe. (2009) The phenomenon of task-irrelevant perceptual learning. Vision Research 49:21, pages 2604-2610.
Crossref
Aaron R. Seitz & Takeo Watanabe. (2008) Is Task-Irrelevant Learning Really Task-Irrelevant?. PLoS ONE 3:11, pages e3792.
Crossref
Sacha Bourgeois-Gironde & Carl Schoonover. (2008) Une hybridation de l'économie et des neurosciences a-t-elle un sens ?. Revue d'économie politique Vol. 118:1, pages 35-50.
Crossref
John W Krakauer, Pietro Mazzoni, Ali Ghazizadeh, Roshni Ravindran & Reza Shadmehr. (2006) Generalization of Motor Learning Depends on the History of Prior Action. PLoS Biology 4:10, pages e316.
Crossref
Nadja Schinkel, Klaus R. Pawelzik & Udo A. Ernst. (2006) Optimal contour integration: When additive algorithms fail. Neurocomputing 69:10-12, pages 1297-1300.
Crossref
Angela J. Yu & Peter Dayan. (2005) Uncertainty, Neuromodulation, and Attention. Neuron 46:4, pages 681-692.
Crossref
Peter Dayan. 2005. Neurobiology of Attention. Neurobiology of Attention 213 218 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.