We support Open Science and aim to make all data and code associated with our published studies available online (click [DATA] or [CODE] links below each title). If you would like data or code not seen here please just ask. We have also created a user-friendly toolbox bringing together models and methods for analysing analogue report tasks.
Publications: Sensory Prediction
Preprints
Reply to: “Model mimicry limits conclusions about neural tuning and can mistakenly imply unlikely priors”
Harrison WJ, Bays PM & Rideaux R. bioRxiv doi:10.1101/2025.01.31.635589
[PREPRINT]
Harrison WJ, Bays PM & Rideaux R. bioRxiv doi:10.1101/2025.01.31.635589
[PREPRINT]
Divisive attenuation based on noisy sensorimotor predictions accounts for excess variability in self-touch
Valè N, Tomić I, Gironés Z, Wolpert DM, Kilteni K & Bays PM. bioRxiv doi:10.1101/2024.06.20.599826
[PREPRINT]
Valè N, Tomić I, Gironés Z, Wolpert DM, Kilteni K & Bays PM. bioRxiv doi:10.1101/2024.06.20.599826
[PREPRINT]
2024
Weight illusions explained by efficient coding based on correlated natural statistics
Bays PM. Communications Psychology (2024)
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Bays PM. Communications Psychology (2024)
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Dissecting the components of error in analogue report tasks
Tomić I, Adamcová D, Fehér M & Bays PM. Behaviour Research Methods (2024)
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Tomić I, Adamcová D, Fehér M & Bays PM. Behaviour Research Methods (2024)
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Representation and computation in working memory
REVIEW
Bays PM, Schneegans S, Ma WJ & Brady TF. Nature Human Behaviour (2024)
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Bays PM, Schneegans S, Ma WJ & Brady TF. Nature Human Behaviour (2024)
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A dynamic neural resource model bridges sensory and working memory
Tomić I & Bays PM. eLife (2024)
Commentary on this paper by Selinas & Sheik: “Memorable first impressions”
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Tomić I & Bays PM. eLife (2024)
Commentary on this paper by Selinas & Sheik: “Memorable first impressions”
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Perceptual similarity judgments do not predict the distribution of errors in working memory
Tomić I & Bays PM. Journal of Experimental Psychology: Learning, Memory and Cognition (2024)
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Tomić I & Bays PM. Journal of Experimental Psychology: Learning, Memory and Cognition (2024)
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2023
Neural tuning instantiates prior expectations in the human visual system
Harrison WJ, Bays PM & Rideaux R. Nature Communications (2023)
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Harrison WJ, Bays PM & Rideaux R. Nature Communications (2023)
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2022
Working memory is updated by reallocation of resources from obsolete to new items
Taylor R†, Tomić I†, Aagten-Murphy D & Bays PM. Attention, Perception & Psychophysics (2022)
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Taylor R†, Tomić I†, Aagten-Murphy D & Bays PM. Attention, Perception & Psychophysics (2022)
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Swap errors in visual working memory are fully explained by cue-feature variability
McMaster JMV, Tomić I, Schneegans S & Bays PM. Cognitive Psychology (2022)
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McMaster JMV, Tomić I, Schneegans S & Bays PM. Cognitive Psychology (2022)
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Role of time in binding features in visual working memory
Schneegans S, McMaster JMV & Bays PM. Psychological Review (2022)
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Schneegans S, McMaster JMV & Bays PM. Psychological Review (2022)
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2021
Mechanisms of feature binding in visual working memory are stable over long delays
Brown G†, Kasem I†, Bays PM & Schneegans S. Journal of Vision (2021)
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Brown G†, Kasem I†, Bays PM & Schneegans S. Journal of Vision (2021)
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Transsaccadic integration operates independently in different feature dimensions
Kong G, Aagten-Murphy D, McMaster JMV & Bays PM. Journal of Vision (2021)
Special Issue: “From Peripheral to Transsaccadic and Foveal Perception”
[PDF | HMTL | CODE+DATA]
Kong G, Aagten-Murphy D, McMaster JMV & Bays PM. Journal of Vision (2021)
Special Issue: “From Peripheral to Transsaccadic and Foveal Perception”
[PDF | HMTL | CODE+DATA]
Limited memory for ensemble statistics in visual change detection
Harrison WJ, McMaster JMV & Bays PM. Cognition (2021)
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Harrison WJ, McMaster JMV & Bays PM. Cognition (2021)
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Transsaccadic integration relies on a limited memory resource
Kong G†, Kroell LM†, Schneegans S, Aagten-Murphy D & Bays PM. Journal of Vision (2021)
Special Issue: “From Peripheral to Transsaccadic and Foveal Perception”
[PDF | HTML | CODE+DATA]
Kong G†, Kroell LM†, Schneegans S, Aagten-Murphy D & Bays PM. Journal of Vision (2021)
Special Issue: “From Peripheral to Transsaccadic and Foveal Perception”
[PDF | HTML | CODE+DATA]
Location-independent feature binding in visual working memory for sequentially presented objects
Schneegans S, Harrison WJ & Bays PM. Attention, Perception & Psychophysics (2021)
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Schneegans S, Harrison WJ & Bays PM. Attention, Perception & Psychophysics (2021)
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Consequence of stroke for feature recall and binding in visual working memory
Lugtmeijer S†, Schneegans S†, Lammers NA, Geerligs L, De Leeuw FEH, De Haan EH, Bays PM & Kessels RP. Neurobiology of Learning and Memory (2021)
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Lugtmeijer S†, Schneegans S†, Lammers NA, Geerligs L, De Leeuw FEH, De Haan EH, Bays PM & Kessels RP. Neurobiology of Learning and Memory (2021)
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2020
Correspondence between population coding and psychophysical scaling models of working memory
Bays PM. bioRxiv (2020)
[PREPRINT]
Bays PM. bioRxiv (2020)
[PREPRINT]
Stochastic sampling provides a unifying account of working memory limits
Schneegans S, Taylor R & Bays PM. Proceedings of the National Academy of Sciences (2020)
[PDF+SI | HTML | CODE+DATA | TOOLBOX]
Schneegans S, Taylor R & Bays PM. Proceedings of the National Academy of Sciences (2020)
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Theory of neural coding predicts an upper bound on estimates of memory variability
Taylor R & Bays PM. Psychological Review (2020)
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Taylor R & Bays PM. Psychological Review (2020)
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2019
The effect of frontoparietal paired associative stimulation on decision-making and working memory
Nord CL, Popa T, Smith E, Hannah R, Doñamayor N, Weidacker K, Bays PM, Rothwell J & Voon V. Cortex (2019)
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Nord CL, Popa T, Smith E, Hannah R, Doñamayor N, Weidacker K, Bays PM, Rothwell J & Voon V. Cortex (2019)
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Recall of facial expressions and simple orientations reveals competition for resources at multiple levels of the visual hierarchy
Salmela VR, Ölander K, Muukkonen I & Bays PM. Journal of Vision (2019)
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Salmela VR, Ölander K, Muukkonen I & Bays PM. Journal of Vision (2019)
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Independent working memory resources for egocentric and allocentric spatial information
Aagten-Murphy D & Bays PM. PLOS Computational Biology (2019)
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Aagten-Murphy D & Bays PM. PLOS Computational Biology (2019)
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Flexible updating of dynamic knowledge structures
Richter FR, Bays PM, Jeyarathnarajah P & Simons J. Scientific Reports (2019)
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Richter FR, Bays PM, Jeyarathnarajah P & Simons J. Scientific Reports (2019)
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Functions of memory across saccadic eye movements
REVIEW
Aagten-Murphy D & Bays PM. Current Topics in Behavioral Neurosciences (2019)
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Aagten-Murphy D & Bays PM. Current Topics in Behavioral Neurosciences (2019)
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2018
Internal but not external noise frees working memory resources
Tomić I & Bays PM. PLOS Computational Biology (2018)
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Tomić I & Bays PM. PLOS Computational Biology (2018)
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The ipsilesional attention bias in right hemisphere stroke patients as revealed by a realistic visual search task: neuroanatomical correlates and functional relevance
Machner B, Könemund I, von der Gablentz J, Bays PM & Sprenger A. Neuropsychology (2018)
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Machner B, Könemund I, von der Gablentz J, Bays PM & Sprenger A. Neuropsychology (2018)
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New perspectives on binding in visual working memory
REVIEW
Schneegans S & Bays PM. British Journal of Psychology (2018)
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Schneegans S & Bays PM. British Journal of Psychology (2018)
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Efficient coding in visual working memory accounts for stimulus-specific variations in recall
Taylor R & Bays PM. Journal of Neuroscience (2018)
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Taylor R & Bays PM. Journal of Neuroscience (2018)
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Failure of self-consistency in the discrete resource model of visual working memory
Bays PM. Cognitive Psychology (2018)
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Bays PM. Cognitive Psychology (2018)
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Drift in neural population activity causes working memory to deteriorate over time
Schneegans S & Bays PM. Journal of Neuroscience (2018)
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Schneegans S & Bays PM. Journal of Neuroscience (2018)
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Visual working memory is independent of the cortical spacing between memoranda
Harrison WJ & Bays PM. Journal of Neuroscience (2018)
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Harrison WJ & Bays PM. Journal of Neuroscience (2018)
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Reassessing the evidence for capacity limits in neural signals related to working memory
Bays PM. Cerebral Cortex (2018)
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Bays PM. Cerebral Cortex (2018)
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A neural model of retrospective attention in visual working memory
Bays PM & Taylor R. Cognitive Psychology (2018)
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Bays PM & Taylor R. Cognitive Psychology (2018)
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2017
Restoration of fMRI decodability does not imply latent working memory states
Schneegans S & Bays PM. Journal of Cognitive Neuroscience (2017)
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Schneegans S & Bays PM. Journal of Cognitive Neuroscience (2017)
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Automatic and intentional influences on saccade landing
Aagten-Murphy D & Bays PM. Journal of Neurophysiology (2017)
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Aagten-Murphy D & Bays PM. Journal of Neurophysiology (2017)
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Neural architecture for feature binding in visual working memory
Schneegans S & Bays PM. Journal of Neuroscience (2017)
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Schneegans S & Bays PM. Journal of Neuroscience (2017)
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Fidelity of the representation of value in decision-making
Bays PM & Dowding BA. PLOS Computational Biology (2017)
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Bays PM & Dowding BA. PLOS Computational Biology (2017)
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Reduced hippocampal functional connectivity during episodic memory retrieval in autism
Cooper RA, Richter FR, Bays PM, Plaisted-Grant KC, Baron-Cohen S & Simons JS. Cerebral Cortex (2017)
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Cooper RA, Richter FR, Bays PM, Plaisted-Grant KC, Baron-Cohen S & Simons JS. Cerebral Cortex (2017)
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2016
Distinct neural mechanisms underlie the success, precision, and vividness of episodic memory
Richter FR†, Cooper RA†, Bays PM & Simons JS. eLife (2016)
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Richter FR†, Cooper RA†, Bays PM & Simons JS. eLife (2016)
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A signature of neural coding at human perceptual limits
Bays PM. Journal of Vision (2016)
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Bays PM. Journal of Vision (2016)
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Competition between movement plans increases motor variability: evidence of a shared resource for movement planning
Oostwoud Wijdenes L, Ivry RB & Bays PM. Journal of Neurophysiology (2016)
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Oostwoud Wijdenes L, Ivry RB & Bays PM. Journal of Neurophysiology (2016)
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No fixed item limit in visuospatial working memory
Schneegans S & Bays PM. Cortex (2016)
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Schneegans S & Bays PM. Cortex (2016)
[PDF+SI | HTML | CODE+DATA | TOOLBOX]
Evaluating and excluding swap errors in analogue tests of working memory
Bays PM. Scientific Reports (2016)
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Bays PM. Scientific Reports (2016)
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2015
Spikes not slots: noise in neural populations limits working memory
REVIEW
Bays PM. Trends in Cognitive Sciences (2015)
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Bays PM. Trends in Cognitive Sciences (2015)
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Evidence for optimal integration of visual feature representations across saccades
Oostwoud Wijdenes L, Marshall L & Bays PM. Journal of Neuroscience (2015)
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Oostwoud Wijdenes L, Marshall L & Bays PM. Journal of Neuroscience (2015)
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A probabilistic palimpsest model of visual short-term memory
Matthey L, Bays PM & Dayan P. PLOS Computational Biology (2015)
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Matthey L, Bays PM & Dayan P. PLOS Computational Biology (2015)
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Eye-Search: a web-based therapy that improves visual search in hemianopia
Ong Y-H, Jacquin-Courtois S, Gorgoraptis N, Bays PM, Husain M & Leff AP. Annals of Clinical and Translational Neurology (2015)
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Ong Y-H, Jacquin-Courtois S, Gorgoraptis N, Bays PM, Husain M & Leff AP. Annals of Clinical and Translational Neurology (2015)
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2014
Noise in neural populations accounts for errors in working memory
Bays PM. Journal of Neuroscience (2014)
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Bays PM. Journal of Neuroscience (2014)
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Changing concepts of working memory
REVIEW
Ma WJ, Husain M & Bays PM. Nature Neuroscience (2014)
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Ma WJ, Husain M & Bays PM. Nature Neuroscience (2014)
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Working memory retrieval as a decision process
Pearson B, Raskevicius J, Bays PM, Pertzov Y & Husain M. Journal of Vision (2014)
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Pearson B, Raskevicius J, Bays PM, Pertzov Y & Husain M. Journal of Vision (2014)
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Functional magnetic resonance imaging of impaired sensory prediction in schizophrenia
Shergill SS, White TP, Joyce DW, Bays PM, Wolpert DM & Frith CD. JAMA Psychiatry (2014)
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Shergill SS, White TP, Joyce DW, Bays PM, Wolpert DM & Frith CD. JAMA Psychiatry (2014)
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2013
Age-related decline of precision and binding in visual working memory
Peich M-C, Husain M & Bays PM. Psychology & Aging (2013)
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Peich M-C, Husain M & Bays PM. Psychology & Aging (2013)
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Dopamine reverses reward insensitivity in apathy following globus pallidus lesions
Adam R, Leff A, Sinha N, Turner C, Bays P, Draganski B & Husain M. Cortex (2013)
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Adam R, Leff A, Sinha N, Turner C, Bays P, Draganski B & Husain M. Cortex (2013)
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Rapid compensation of visual search strategy in patients with chronic visual field defects
Jacquin-Courtois S, Bays PM, Salemme R, Leff AP & Husain M. Cortex (2013)
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Jacquin-Courtois S, Bays PM, Salemme R, Leff AP & Husain M. Cortex (2013)
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Modulation of somatosensory processing by action
Shergill SS, White T, Joyce DW, Bays PM, Wolpert DM & Frith C. Neuroimage (2013)
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Shergill SS, White T, Joyce DW, Bays PM, Wolpert DM & Frith C. Neuroimage (2013)
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Obligatory encoding of task-irrelevant features depletes working memory resources
Marshall L & Bays PM. Journal of Vision (2013)
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Marshall L & Bays PM. Journal of Vision (2013)
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2012
Rapid forgetting prevented by retrospective attention cues
Pertzov Y, Bays PM, Joseph S & Husain M. Journal of Experimental Psychology: Human Perception & Performance (2012)
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Pertzov Y, Bays PM, Joseph S & Husain M. Journal of Experimental Psychology: Human Perception & Performance (2012)
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Active inhibition and memory promote exploration and search of natural scenes
Bays PM & Husain M. Journal of Vision (2012)
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Bays PM & Husain M. Journal of Vision (2012)
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Development of visual working memory precision in childhood
Burnett Heyes S, Zokaei N, van der Staaij I, Bays PM & Husain M. Developmental Science (2012)
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Burnett Heyes S, Zokaei N, van der Staaij I, Bays PM & Husain M. Developmental Science (2012)
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Impulsivity and rapid decision-making for reward
Burnett Heyes S, Adam R, Urner M, van der Leer L, Bahrami B, Bays PM & Husain M. Frontiers in Psychology (2012)
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Burnett Heyes S, Adam R, Urner M, van der Leer L, Bahrami B, Bays PM & Husain M. Frontiers in Psychology (2012)
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Rapid decision-making under risk
Adam R, Bays PM & Husain M. Cognitive Neuroscience (2012)
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Adam R, Bays PM & Husain M. Cognitive Neuroscience (2012)
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2011
Precision of working memory for visual motion sequences and transparent motion surfaces
Zokaei N, Gorgoraptis N, Bahrami B, Bays PM & Husain M. Journal of Vision (2011)
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Zokaei N, Gorgoraptis N, Bahrami B, Bays PM & Husain M. Journal of Vision (2011)
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Temporal dynamics of encoding, storage and reallocation of visual working memory
Bays PM, Gorgoraptis N, Wee N, Marshall L & Husain M. Journal of Vision (2011)
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Bays PM, Gorgoraptis N, Wee N, Marshall L & Husain M. Journal of Vision (2011)
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Dynamic updating of working memory resources for visual objects
Gorgoraptis N, Catalao RFG, Bays PM & Husain M. Journal of Neuroscience (2011)
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Gorgoraptis N, Catalao RFG, Bays PM & Husain M. Journal of Neuroscience (2011)
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Storage and binding of object features in visual working memory
Bays PM, Wu EY & Husain M. Neuropsychologia (2011)
Special Issue: “Interactions between attention and visual short-term memory (VSTM)”
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Bays PM, Wu EY & Husain M. Neuropsychologia (2011)
Special Issue: “Interactions between attention and visual short-term memory (VSTM)”
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2010
Precision versus capacity of working memory in schizophrenic and healthy individuals
Bays P. Archives of General Psychiatry Online (2010)
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Bays P. Archives of General Psychiatry Online (2010)
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Integration of goal- and stimulus-related visual signals revealed by damage to human parietal cortex
Bays PM, Singh-Curry V, Gorgoraptis N, Driver J & Husain M. Journal of Neuroscience (2010)
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Bays PM, Singh-Curry V, Gorgoraptis N, Driver J & Husain M. Journal of Neuroscience (2010)
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2009
The precision of visual working memory is set by allocation of a shared resource
Bays PM, Catalao RFG & Husain M. Journal of Vision (2009)
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Bays PM, Catalao RFG & Husain M. Journal of Vision (2009)
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Response to comment on “Dynamic shifts of limited working memory resources in human vision”
Bays PM & Husain M. Science (2009)
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Bays PM & Husain M. Science (2009)
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2008
Dynamic shifts of limited working memory resources in human vision
Bays PM & Husain M. Science (2008)
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Bays PM & Husain M. Science (2008)
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Eye movements as a probe of attention
REVIEW
Hoang Duc A, Bays PM & Husain M. Progress in Brain Research (2008)
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Hoang Duc A, Bays PM & Husain M. Progress in Brain Research (2008)
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2007
Spatial remapping of the visual world across saccades
REVIEW
Bays PM & Husain M. Neuroreport (2007)
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Bays PM & Husain M. Neuroreport (2007)
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Computational principles of sensorimotor control that minimise uncertainty and variability
REVIEW
Bays PM & Wolpert DM. Journal of Physiology (2007)
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Bays PM & Wolpert DM. Journal of Physiology (2007)
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Predictive attenuation in the perception of touch
Bays PM & Wolpert DM. Attention & Performance XXII: Sensorimotor Foundations of Higher Cognition (2007)
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Bays PM & Wolpert DM. Attention & Performance XXII: Sensorimotor Foundations of Higher Cognition (2007)
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An improvement in perception of self-generated tactile stimuli following theta-burst stimulation of primary motor cortex
Voss M, Bays PM, Rothwell JC & Wolpert DM. Neuropsychologia (2007)
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Voss M, Bays PM, Rothwell JC & Wolpert DM. Neuropsychologia (2007)
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Simultaneous bimanual dynamics are learned without interference
Tcheang L, Bays PM, Ingram JN & Wolpert DM. Experimental Brain Research (2007)
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Tcheang L, Bays PM, Ingram JN & Wolpert DM. Experimental Brain Research (2007)
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2006
Attenuation of self-generated tactile sensations is predictive, not postdictive
Bays PM, Flanagan JR & Wolpert DM. PLOS Biology (2006)
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Bays PM, Flanagan JR & Wolpert DM. PLOS Biology (2006)
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Actions and consequences in bimanual interaction are represented in different coordinate systems
Bays PM & Wolpert DM. Journal of Neuroscience (2006)
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Bays PM & Wolpert DM. Journal of Neuroscience (2006)
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2005 & earlier
Evidence for sensory prediction deficits in schizophrenia
Shergill SS, Samson G, Bays PM, Frith CD & Wolpert DM. American Journal of Psychiatry (2005)
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Shergill SS, Samson G, Bays PM, Frith CD & Wolpert DM. American Journal of Psychiatry (2005)
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Perception of the consequences of self-action is temporally tuned and event driven
Bays PM, Wolpert DM & Flanagan JR. Current Biology (2005)
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Bays PM, Wolpert DM & Flanagan JR. Current Biology (2005)
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Interference between velocity- and position-dependent force-fields indicates that tasks depending on different kinematic parameters compete for motor working memory
Bays PM, Flanagan JR & Wolpert DM. Experimental Brain Research (2005)
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Bays PM, Flanagan JR & Wolpert DM. Experimental Brain Research (2005)
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Failure to consolidate the consolidation theory of learning for sensorimotor adaptation tasks
Caithness G, Osu R, Bays P, Chase H, Klassen J, Kawato M, Wolpert DM & Flanagan JR. Journal of Neuroscience (2004)
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Caithness G, Osu R, Bays P, Chase H, Klassen J, Kawato M, Wolpert DM & Flanagan JR. Journal of Neuroscience (2004)
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Two eyes for an eye: The neuroscience of force escalation
Shergill SS, Bays PM, Frith CD & Wolpert DM. Science (2003)
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Shergill SS, Bays PM, Frith CD & Wolpert DM. Science (2003)
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