The modulation of savouring by prediction error and its effects on choice K Iigaya, GW Story, Z Kurth-Nelson, RJ Dolan, P Dayan Elife 5, e13747, 2016 | 115 | 2016 |
An effect of serotonergic stimulation on learning rates for rewards apparent after long intertrial intervals K Iigaya, MS Fonseca, M Murakami, ZF Mainen, P Dayan Nature communications 9 (1), 2477, 2018 | 105 | 2018 |
A neuro-computational account of arbitration between choice imitation and goal emulation during human observational learning CJ Charpentier, K Iigaya, JP O’Doherty Neuron 106 (4), 687-699. e7, 2020 | 84 | 2020 |
The value of what’s to come: Neural mechanisms coupling prediction error and the utility of anticipation K Iigaya, TU Hauser, Z Kurth-Nelson, JP O’Doherty, P Dayan, RJ Dolan Science advances 6 (25), eaba3828, 2020 | 76 | 2020 |
Aesthetic preference for art can be predicted from a mixture of low-and high-level visual features K Iigaya, S Yi, IA Wahle, K Tanwisuth, JP O’Doherty Nature Human Behaviour 5 (6), 743-755, 2021 | 72* | 2021 |
Deviation from the matching law reflects an optimal strategy involving learning over multiple timescales K Iigaya, Y Ahmadian, LP Sugrue, GS Corrado, Y Loewenstein, ... Nature communications 10 (1), 1466, 2019 | 72* | 2019 |
Adaptive learning and decision-making under uncertainty by metaplastic synapses guided by a surprise detection system K Iigaya Elife 5, e18073, 2016 | 48 | 2016 |
Why and how the brain weights contributions from a mixture of experts JP O’Doherty, SW Lee, R Tadayonnejad, J Cockburn, K Iigaya, ... Neuroscience & Biobehavioral Reviews 123, 14-23, 2021 | 44 | 2021 |
Progress and promise in neuroaesthetics K Iigaya, JP O’Doherty, GG Starr Neuron 108 (4), 594-596, 2020 | 37 | 2020 |
Cognitive bias in ambiguity judgements: using computational models to dissect the effects of mild mood manipulation in humans K Iigaya, A Jolivald, W Jitkrittum, ID Gilchrist, P Dayan, E Paul, M Mendl PloS one 11 (11), e0165840, 2016 | 36 | 2016 |
Landau damping: Instability mechanism of superfluid Bose gases moving in optical lattices K Iigaya, S Konabe, I Danshita, T Nikuni Physical Review A 74 (5), 053611, 2006 | 35 | 2006 |
Aesthetic preference for art emerges from a weighted integration over hierarchically structured visual features in the brain K Iigaya, S Yi, IA Wahle, K Tanwisuth, JP O’Doherty BioRxiv, 2020.02. 09.940353, 2020 | 29 | 2020 |
The hierarchical construction of value JP O’Doherty, U Rutishauser, K Iigaya Current opinion in behavioral sciences 41, 71-77, 2021 | 23 | 2021 |
Dynamical regimes in neural network models of matching behavior K Iigaya, S Fusi Neural computation 25 (12), 3093-3112, 2013 | 17 | 2013 |
Neural mechanisms underlying the hierarchical construction of perceived aesthetic value K Iigaya, S Yi, IA Wahle, S Tanwisuth, L Cross, JP O’Doherty Nature Communications 14 (1), 127, 2023 | 13 | 2023 |
Discounting future reward in an uncertain world. GW Story, Z Kurth-Nelson, M Moutoussis, K Iigaya, GJ Will, TU Hauser, ... Decision, 2023 | 3 | 2023 |
Hippocampus is what happens while you’re busy making other plans K Iigaya, JP O’Doherty Neuron 102 (3), 517-519, 2019 | 2 | 2019 |
Neural network models of decision making with learning on multiple timescales K Iigaya Columbia University, 2014 | 2 | 2014 |
A Biologically Grounded Framework for Testing Competing Models of Hallucinations J Buck, K Iigaya, G Horga OSF, 2024 | | 2024 |
Computational and neural evidence for altered fast and slow learning from losses in gambling disorder K Iigaya, T Larsen, T Fong, JP O'Doherty bioRxiv, 2024.01. 08.574767, 2024 | | 2024 |