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个人简介

Edmund T. Rolls is at the Oxford Centre for Computational Neuroscience, Oxford, UK, and at the Department of Computer Science, University of Warwick, UK, where he is a Professor in Computational Neuroscience, and is focussing on full-time research. He has served as Professor of Experimental Psychology at The University of Oxford, and Fellow and Tutor in Psychology at Corpus Christi College, Oxford. Edmund Rolls is a neuroscientist with research interests in computational neuroscience, including the operation of real neuronal networks in the brain involved in vision, memory, attention, and decision-making; computation by the cerebral cortex; functional neuroimaging of vision, taste, olfaction, feeding, the control of appetite, memory, and emotion; neurological disorders of emotion; psychiatric disorders including depression and schizophrenia; and the brain processes underlying consciousness.

研究领域

Neuroscience

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Rolls, E. T. (2023) Brain Computations and Connectivity. Oxford University Press: Oxford. ISBN 978–0–19–888791–1. doi: 10.1093/oso/9780198887911.001.0001. Open Access publication July 2023. Rolls,E.T. (2021) Brain Computations: What and How. Oxford University Press: Oxford. ISBN 978–0–19–887110–1. doi: 10.1093/oso/9780198871101.001.0001. Review in Brain Rolls,E.T. (2019) The Orbitofrontal Cortex. Oxford University Press: Oxford. The Orbitofrontal Cortex.pdf Rolls,E.T. (2018) The Brain, Emotion, and Depression. Oxford University Press: Oxford. Chinese Edition, East China Normal University Press: Shanghai, 1 January 2022. The Brain, Emotion, and Depression.pdf Rolls,E.T. (2016) Cerebral Cortex: Principles of Operation. Oxford University Press: Oxford. (Paperback published November 2017.) Cerebral Cortex: Principles of Operation.pdf Rolls,E.T. (2014) Emotion and Decision-Making Explained. Oxford University Press: Oxford. Virtual Special Issue of Cortex on Emotion and Decision-Making Explained. Emotion and Decision-Making Explained.pdf Rolls,E.T. (2012) Neuroculture: On the Implications of Brain Science. Oxford University Press: Oxford. Neuroculture.pdf Rolls,E.T. and Deco,G. (2010) The Noisy Brain: Stochastic Dynamics as a Principle of Brain Function. Oxford University Press: Oxford. The Noisy Brain.pdf Rolls,E.T. (2008) Memory, Attention, and Decision-Making: A Unifying Computational Neuroscience Approach. Oxford University Press: Oxford. Memory Attention and Decision-Making.pdf Rolls,E.T. (2005) Emotion Explained. Oxford University Press: Oxford. Rolls,E.T. and Deco,G. (2002) Computational Neuroscience of Vision. Oxford University Press: Oxford. Computational Neuroscience of Vision.pdf Rolls,E.T. (1999) The Brain and Emotion. Oxford University Press: Oxford. McLeod,P., Plunkett,K. and Rolls,E.T. (1998) Introduction to Connectionist Modelling of Cognitive Processes. Oxford University Press: Oxford. Rolls,E.T. and Treves,A. (1998) Neural Networks and Brain Function. Oxford University Press: Oxford. Neural Networks and Brain Function.pdf Rolls,B.J. and Rolls,E.T. (1982) Thirst. Cambridge University Press: Cambridge. Rolls, E.T. (1975) The Brain and Reward. Pergamon Press: Oxford. Research Papers and Articles Li,Z., Ma,Q., Deng,Y., Rolls, E. T., Shen,C., Li,Y., Zhang,W., Xiang,S., Langley,C., Sahakian,B.J., Robbins,T.W., Yu,J-T., Feng,J., Cheng,W. (2024) Irritable Bowel Syndrome is associated with brain health in neuroimaging, behavioral, biochemical, and genetic analyses. Biological Psychiatry doi: https://doi.org/10.1016/j.biopsych.2023.12.024 Zhang,B., Rolls, E. T., Wang,X., Xie,C., Cheng,W. and Feng,J. (2024) Roles of the medial and lateral orbitofrontal cortex in depression and its treatment. Molecular Psychiatry doi: 10.1038/s41380-023-02380-w. Supplementary Material Rolls, E. T., Deco,G., Huang,C-C. and Feng,J. (2024) The connectivity of the human frontal pole cortex, and a theory of its involvement in exploit vs explore. Cerebral Cortex 34: 1-19. doi: 10.1093/cercor/bhad416. Supplementary Material Zhang,R., Rolls, E. T., Cheng,W. and Feng,J. (2024) Different cortical connectivities in human females and males relate to differences in strength and body composition, reward and emotional systems, and memory. Brain Structure and Function 229: 47-61. doi: 10.1007/s00429-023-02720-0 Supplementary Material Rolls, E. T., Deco,G., Zhang,Y. and Feng,J. (2023) Hierarchical organisation of the human ventral visual streams revealed with magnetoencephalography. Cerebral Cortex 33: 10686-10701. doi: 10.1093/cercor/bhad318 Supplementary Material Shen,C., Rolls, E. T., Xiang,S., Langley,C., Sahakian,B.J., Cheng,W. and Feng,J. (2023) Brain and molecular mechanisms underlying the nonlinear association between close friendships, mental health, and cognition in children. eLife 12: e84072. Rolls, E. T. (2023) Emotion, motivation, decision-making, the orbitofrontal cortex, anterior cingulate cortex, and the amygdala. Brain Structure and Function 228: 1201-1257. doi: 10.1007/s00429-023-02644-9 Rolls, E. T. and Wirth, S. (2023) Hippocampal system neurons encoding views in different species: Introduction to the Special Issue of Hippocampus 2023. Hippocampus 33: 445-447. doi: 10.1002/hipo.23538 Rolls, E. T. (2023) Hippocampal spatial view cells, place cells, and concept cells: view representations. Hippocampus 33: 667-687. doi: 10.1002/hipo.23536. Supplementary Material Rolls, E. T., Feng,R and Feng,J. (2023) Lifestyle risks associated with brain functional connectivity and structure. Human Brain Mapping 44: 2479-2492. doi: 10.1002/hbm.26225. Supplementary Material Geng,S., Guo,W., Rolls, E. T., Xu,K., Jia,T., Zhou,W., Blakemore,C., Tan,L-H., Cao,M., Feng,J. (2023) Interdigitated distributed networks support convergent linguistic functioning across different languages in bilinguals. Biological Communications 6: 99. doi: 10.1038/s42003-023-04446-5. Verhagen,J.V., Baker,K.L., Vasan,G., Pieribone,V.A. and Rolls, E. T. (2023) Odor encoding by signals in the olfactory bulb. Journal of Neurophysiology 129: 431-444. doi: 10.1152/jn.00449.2022. Supplementary Material Linli,Z., Rolls, E. T., Zhao,W., Kang,J., Feng,J. and Guo,S. (2023) Smoking is associated with lower brain volume and cognitive differences: A large population analysis based on the UK Biobank. Progress in Neuropsychopharmacology and Biological Psychiatry 123: 110698. doi: 10.1016/j.pnpbp.2022.110698. Zhang,J., Yao,Y., Wu,J., Rolls, E. T., Sun,C., Bu,L., Lu,J., Lin,C-P., Feng,J., Mao,Y. and Zhou,L. (2023) The cortical regions and white matter tracts underlying auditory comprehension in patients with primary brain tumor. Human Brain Mapping 44: 1603-1616. doi: 10.1002/hbm.26161. Rolls, E. T., Rauschecker,J.P., Deco,G., Huang,C-C. and Feng,J. (2023) Auditory cortical connectivity in humans. Cerebral Cortex 33: 6207-6227. doi: 10.1093/cercor/bhac496. Supplementary Material Rolls, E. T., Deco,G., Huang,C-C. and Feng,J. (2023) Human amygdala compared to orbitofrontal cortex connectivity, and emotion. Progress in Neurobiology 220: 102385. doi: 10.1016/j.pneurobio.2022.102385. Supplementary Material Wang,H-F., Zhang,W., Rolls, E. T., Alzheimer's Disease Neuroimaging Initiative, Li,Y., Wang,L., Ma,Y-H., Kang,J., Feng,J., Yu,J-T. and Cheng,W. (2022) Hearing impairment is associated with cognitive decline, brain atrophy and tau pathology. eBioMedicine 86: 104336. Ma,Q., Wang,H., Rolls, E. T., Xiang,S., Li,J., Li,Y., Zhou,Q., Cheng,W. and Li,F. (2022) Lower gestational age is associated with lower cortical volume and cognitive and educational performance in adolescence. BMC Medicine 20: 424. Rolls, E. T. (2023) Hippocampal spatial view cells for memory and navigation, and their underlying connectivity in humans. Hippocampus 33: 533-572. doi: 10.1002/hipo.23467. Supplementary Material: Spatial view cell az033.mp4 Spatial view cell av232.mp4 Spatial view cell av191.mp4 Rolls, E. T., Wirth,S., Deco,G., Huang,C-C. and Feng,J. (2023) The human posterior cingulate, retrosplenial and medial parietal cortex effective connectome, and implications for memory and navigation. Human Brain Mapping 44: 629-655. doi: 10.1002/hbm.26089. Supplementary Material Rolls, E. T., Deco,G., Huang,C-C. and Feng,J. (2023) Prefrontal and somatosensory-motor cortex effective connectivity in humans. Cerebral Cortex 33: 4939-4963 doi: 10.1093/cercor/bhac391. Supplementary Material Chen,S.D., Zhang,W., Li,Y-Z., Yang,L., Huang,Y-Y., Deng,Y-T., Wu,B-S., Suckling,J., Rolls, E. T., Feng,J., Cheng,W., Dong,Q. and Yu,J-T. (2023) A phenome-wide association and Mendelian randomization study for Alzheimer’s disease: a prospective cohort study of 502,493 participants from UK Biobank. Biological Psychiatry 93: 790-801. doi: 10.1016/j.biopsych.2022.08.002. Rolls, E. T. (2022) Flavor: brain processing. Chapter 8, pp 233-256 in Flavor: From Food to Behaviors, Wellbeing and Health. Second Edition. Eds. E.Guichard and C.Salles. Elsevier: Oxford Rolls, E. T. (2022) The hippocampus, ventromedial prefrontal cortex, and episodic and semantic memory. Progress in Neurobiology 217: 102334. doi: 10.1016/j.pneurobio.2022.102334 Rolls, E. T., Deco,G., Huang,C-C. and Feng,J. (2023) Multiple cortical visual streams in humans. Cerebral Cortex 33: 3319-3349. doi: 10.1093/cercor/bhac276. Supplementary Material Rolls, E. T., Deco,G., Huang,C-C. and Feng,J. (2023) The human posterior parietal cortex: effective connectome, and its relation to function. Cerebral Cortex 33: 3142-3170. doi: 10.1093/cercor/bhac266. Supplementary Material Rolls, E. T., Deco,G., Huang,C-C. and Feng,J. (2022) The human language effective connectome. Neuroimage 258: 119352. doi: 10.1016/j.neuroimage.2022.119352. Supplementary Material Huang,S-Y., Li,Y-Z., Zhang,Y-R., Wu,B-S., Zhang,W., Deng,Y-T., Chen,S-D., He,X-Y., Chen, S-F., Dong,Q., Zhang,C., Chen,R-J., Suckling,J., Rolls, E. T., Feng,J., Cheng,W. and Yu,J-T. (2022) Sleep, physical activity, sedentary behavior, and risk of incident dementia: a prospective cohort study of 431,924 UK Biobank participants. Molecular Psychiatry 27: 4343-4354. doi: 10.1038/s41380-022-01655-y Yang,A., Rolls, E. T., Dong,G., Du,J., Li,Y., Feng,J., Cheng,W. and Zhao,X-M. (2022) Longer screen time utilization is associated with the polygenic risk for Attention-Deficit / Hyperactivity Disorder with mediation by brain white matter microstructure. EBioMedicine 80: 104039. doi: 10.1016/j.ebiom.2022.104039. Wan,Z, Rolls, E. T., Feng,J. and Cheng,W. (2022) Brain functional connectivities that mediate the association between childhood traumatic events, and adult mental health and cognition. EBioMedicine 79: 104002. doi: 10.1016/j.ebiom.2022.104002. Shen,S., Rolls, E. T., Cheng,W., Kang,J., Dong,G., Xie,C., Zhao,X-M., Sahakian,B. and Feng,J. (2022) Associations of social isolation and loneliness with later dementia. Neurology 99: e164-e175. doi: 10.1212/WNL.0000000000200583. Rolls, E. T., Deco,G., Huang,C-C. and Feng,J. (2023) The human orbitofrontal cortex, vmPFC, and anterior cingulate cortex effective connectome: emotion, memory, and action. Cerebral Cortex 33: 330-356. doi: 10.1093/cercor/bhac070. Supplementary Material Rolls, E. T., Wan,Z., Cheng,W., Feng,J. (2022) Risk-taking in humans and the medial orbitofrontal cortex reward system. Neuroimage 249: 118893. doi: 10.1016/j.neuroimage.2022.118893. Rolls, E. T., Deco,G., Huang,C-C. and Feng,J. (2022) The effective connectivity of the human hippocampal memory system. Cerebral Cortex 32: 3706-3725. doi: 10.1093/cercor/bhab442. Supplementary Material Graphical Abstract Wang,L., Zhou,C., Cheng,W., Rolls, E. T., Huang,P., Ma,N., Liu,Y., Zhang,Y., Guan, X., Guo,T., Wu,J., Gao,T., Xuan,M., Gu,Q., Xu,X., Zhang,B., Gong,W., Du,J., Zhang,W., Feng,J., and Zhang,M. (2022) Dopamine depletion and subcortical dysfunction disrupt cortical synchronization and metastability affecting cognitive function in Parkinson’s disease. Human Brain Mapping 43: 1598-1610. doi: 10.1002/hbm.25745. Huang,C-C., Rolls, E. T., Feng,J. and Lin,C-P. (2022) An extended Human Connectome Project multimodal parcellation atlas of the human cortex and subcortical areas. Brain Structure and Function 227: 763-778. doi: 10.1007/s00429-021-02421-6. HCPex Atlas v1.1 Ma,Q., Rolls, E. T., Huang,C-C., Cheng,W. and Feng,J. (2022) Extensive cortical functional connectivity of the human hippocampal memory system. Cortex 147: 83-101. doi: 10.1016/j.cortex.2021.11.014. Supplementary Material Rolls, E. T. (2021) On pattern separation in the primate, including human, hippocampus. Trends in Cognitive Sciences 25: 920-922. doi: 10.1016/j.tics.2021.07.004. Du,J., Rolls, E. T., Gong,W., Cao,M., Vatansever,D., Zhang,J., Kang, J., Cheng,W. and Feng,J. (2022) Association between parental age, brain structure, and behavioral and cognitive problems in children. Molecular Psychiatry 27: 967-975. doi: 10.1038/s41380-021-01325-5. Rolls, E. T. (2021) The neuroscience of emotional disorders. Chapter 1 in Handbook of Clinical Neurology 183: 1-26 Disorders of Emotion in Neurologic Disease, Eds. K.M.Heilman and S.E.Nadeau. Elsevier: Oxford. doi: 10/1016/B978-0-12-822290-4.00002-5. Rolls, E. T. (2021) The connections of neocortical pyramidal cells can implement the learning of new categories, attractor memory, and top-down recall and attention. Brain Structure and Function 226: 2523-2536. doi: 10.1007/s00429-021-02347-z. Matlab Code Rolls, E. T. (2021) Learning invariant object and spatial view representations in the brain using slow unsupervised learning. Frontiers in Computational Neuroscience 15: 686239. doi: 10.3389/fncom.2021.686239. VisNet Code Rolls, E. T., Feng,R., Cheng,W. and Feng, J. (2023) Orbitofrontal cortex connectivity is associated with food reward and body weight in humans. Social, Cognitive and Affective Neuroscience 18: nsab083. doi: 10.1093/scan/nsab083. Supplementary Material Rolls, E. T. (2021) Mind causality: a computational neuroscience approach. Frontiers in Computational Neuroscience 15: 706505. doi: 10.3389/fncom.2021.706505. Gong,W., Rolls, E. T., Du,J., Feng,J. and Cheng,W. (2021) Brain structure is linked to the association between family environment and behavioral problems in children in the ABCD study. Nature Communications 12: 3769. doi: 10.1038/s41467-021-23994-0. Supplementary Material Huang,C-C., Rolls, E. T., Hsu,C-C.H., Feng,J. and Lin,C-P. (2021) Extensive cortical connectivity of the human hippocampal memory system: beyond the ‘what’ and ‘where’ dual stream model. Cerebral Cortex 31: 4652-4669. doi: 10.1093/cercor/bhab113. Supplementary Material Rolls, E. T. (2023) The orbitofrontal cortex, food reward, body weight, and obesity. Social, Cognitive, and Affective Neuroscience 18: nsab044. doi: 10.1093/scan/nsab044. Rolls, E. T. (2021) Neurons including hippocampal spatial view cells, and navigation in primates including humans. Hippocampus 31: 593-611. doi: 10.1002/hipo.23324. Supplementary Material Programs and Videos Video of navigation with spatial view cells Rolls, E. T. (2021) A neuroscience levels of explanation approach to the mind and the brain. Frontiers in Computational Neuroscience 15: 649679. doi: 10.3389/fncom.2021.649679. Rolls, E. T. (2021) Attractor cortical neurodynamics, schizophrenia, and depression. Translational Psychiatry 11: 215. doi: 10.1038/s41398-021-01333-7. Rolls, E. T., Cheng,W. and Feng.J. (2021) Brain dynamics: synchronous peaks, functional connectivity, and its temporal variability. Human Brain Mapping 42: 2790-2801. doi: 10.1002/hbm.25404. Supplementary Material Rolls, E. T., Cheng,W. and Feng,J. (2021) Brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and ADHD. Translational Psychiatry 11: 70. doi: 10.1038/s41398-021-01197-x. He,L., Wei,D., Yang,F., Zhang,J., Cheng,W., Yang,W., Zhuang,K., Chen,Q., Ren,Z., Li,Y., Wang,X., Mao,Y., Chen,Z., Liao,M., Cui,H., Li,C., He,Q., Lei,X., Feng,T., Chen,H., Xie,P., Rolls, E. T., Feng,J., Su,L., Li,L. and Qiu,J. (2021) Functional connectome prediction of anxiety related to the Covid-19 pandemic. American Journal of Psychiatry 178: 530-540. doi: 10.1176/appi.ajp.2020.20070979. Rolls, E. T., Vatansever, D., Li, Y., Cheng,W. and Feng,J. (2020) Rapid rule-based reward reversal and the lateral orbitofrontal cortex. Cerebral Cortex Communications 1: tgaa087. https://doi.org/10.1093/texcom/tgaa087. Rolls,E.T., Cheng,W. and Feng,J. (2020) The orbitofrontal cortex: reward, emotion, and depression. Brain Communications 2: fcaa196. https://doi.org/10.1093/braincomms/fcaa196. Feng,R., Rolls, E. T., Cheng,W. and Feng,J. (2020) Hypertension is associated with reduced hippocampal connectivity and impaired memory. EBioMedicine 61: 103082. Supplementary Material Rolls, E. T. (2020) Flavor processing in the brain. In The Senses: A Comprehensive Reference, Vol 3: Olfaction and Taste: 298-317. Ed: W.Meyerhof. Elsevier: Amsterdam. https://doi.org/10.1016/B978-0-12-809324-5.23884-4 Xie,C., Jia,T., Rolls, E. T. et al (2021) Reward vs non-reward sensitivity of the medial vs lateral orbitofrontal cortex related to the severity of depressive symptoms. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 6: 259-269. Supplementary Material Wang,H., Rolls, E. T., Du,X., Du,J., Yang, D. Li,J., Li,F., Cheng,W. and Feng,J. (2020) Severe nausea and vomiting in pregnancy: psychiatric and cognitive problems, and brain structure in children. BMC Medicine 18: 228. Supplementary Material Wang,L., Cheng,W., Rolls, E. T., Dai,F., Gong,W., Du,J., Zhang,W., Wang,S., Liu,F., Wang,J., Brown,P. and Feng,J. (2020) Association of specific biotypes in patients with Parkinson disease and disease progression. Neurology 95: e1445-e1460. Hsu,C-C.H., Rolls, E. T., Huang,C-C., Chong,S.T., Zac Lo,C-Y., Feng,J. and Lin,C-P. (2020) Connections of the human orbitofrontal cortex and inferior frontal gyrus. Cerebral Cortex 30: 5830-5843. Supplementary Material Wan, Z., Rolls, E. T., Cheng,W. and Feng,J. (2020) Sensation-seeking is related to functional connectivities of the medial orbitofrontal cortex with the anterior cingulate cortex. Neuroimage 215: 116845. Rolls, E. T. (2020) Neural computations underlying phenomenal consciousness: a Higher Order Syntactic Thought theory. Frontiers in Psychology (Consciousness Research) 11: 655. Sariah,H., Guo,S., Zuo,J., Pu,W., Liu,H., Rolls, E. T., Xue,Z. and Huang,X. (2020) Acute and chronic effects of betel quid chewing on brain functional connectivity. Frontiers in Psychiatry 11: 198. Cheng,W., Rolls, E. T., Gong,W., Du,J., Zhang,J., Zhang,X., Li,F. and Feng,J. (2021) Sleep duration, brain structure, and psychiatric and cognitive problems in children. Molecular Psychiatry 26: 3992-4003. https://doi.org/10.1038/s41380-020-0663-2. Press Release Supplementary Material Rolls, E. T., Cheng,W., Du,J., Wei,D., Qiu,J., Dai,D., Zhou,Q., Xie, P. and Feng, J. (2020) Functional connectivity of the right inferior frontal gyrus and orbitofrontal cortex in depression. Social Cognitive and Affective Neuroscience 15: 75-86. Supplementary Material Rolls, E. T. (2019) The cingulate cortex and limbic systems for action, emotion, and memory. Chapter 2 pp 23-37 in Handbook of Clinical Neurology: Vol 166. Cingulate Cortex. B. A. Vogt (ed.). Elsevier: New York. doi: 10.1016/B978-0-444-64196-0.00002-9. Rolls, E. T. (2019) Attractor network dynamics, transmitters, and the memory and cognitive changes in aging. Chapter 14 pp 203-225 in Cognitive Changes and the Aging Brain, Eds. K.M.Heilman and S.E.Nadeau. Cambridge University Press: Cambridge. doi: 10.1017/9781108554350. Rolls, E. T. (2020) Spatial coordinate transforms linking the allocentric hippocampal and egocentric parietal primate brain systems for memory, action in space, and navigation. Hippocampus 30: 332-353. Rolls, E. T. (2019) Taste and smell processing in the brain. Chapter 7 in Handbook of Clinical Neurology Vol 164: Smell and Taste, Ed. R. L.Doty. Elsevier: New York. doi: 10.1016/B978-0-444-63855-7.00007-1. ISBN 9780444638557. Rolls, E. T. (2020) The texture and taste of food in the brain. Journal of Texture Studies 51: 23-44. Rolls, E. T., Zhou, Y., Cheng,W., Gilson,M., Deco,G. and Feng,J. (2020) Effective connectivity in autism. Autism Research 13: 32-44. Du,J., Rolls, E. T., Cheng,W., Li,Y., Gong,W., Qiu,J. and Feng,J. (2020) Functional connectivity of the orbitofrontal cortex, anterior cingulate cortex, and inferior frontal gyrus in humans. Cortex 123: 185-199. Supplementary Material. Rolls, E. T., Huang, C., Lin, C.-P.,Feng, J. and Joliot, M. (2020) Automated anatomical labelling atlas 3. Neuroimage 206: 116189. AAL3 Rolls, E. T. (2019) The cingulate cortex and limbic systems for emotion, action, and memory Brain Structure and Function 224: 3001-3018. Supplementary Material. Rolls, E. T. and Mills, P. (2019) The generation of time in the hippocampal memory system. Cell Reports 28: 1649-1658. doi: 10.1016/j.celrep.2019.07.042. Press release. He,N., Rolls, E. T., Zhao,W. and Guo,S. (2020) Predicting human inhibitory control from brain structural MRI. Brain Imaging and Behavior 14: 2148-2158. Turova, T. and Rolls, E. T. (2019) Analysis of biased competition and cooperation for attention in the cerebral cortex. Frontiers in Computational Neuroscience 13: 51. doi: 10.3389/fncom.2019.00051 Rolls, E. T., Cheng,W., Gilson,M., Gong,W., Deco,G., Zac Lo,C-Y., Yang,A.C., Tsai,S-J., Liu,M-E., Lin,C-P. and Feng,J. (2020) Beyond the disconnectivity hypothesis of schizophrenia. Cerebral Cortex 30: 1213-1233. Rolls, E. T. (2018) What are emotional states, and what are their functions? (pp 19-27); Emotional vs rational systems, and decisions between them (pp 206-208) in The Nature of Emotion. Second Edition. Eds. A.S.Fox, R.C.Lapate, A.J.Shackman and R.J.Davidson. Oxford University Press: Oxford. Rolls, E. T. (2019) Emotion and reasoning in human decision-making. Economics: The Open-Access, Open-Assessment E-Journal, 13 (2019-39): 1–31. http://dx.doi.org/10.5018/economics-ejournal.ja.2019-39. Cheng,W., Rolls, E. T., Robbins,T.W., Gong,W., Liu,Z., Lv,W., Du,J., Wen,H., Ma,L., Burke Quinlan,E., Garavan,H., Artiges,E., Papadopoulos Orfanos,D., Smolka,M.N., Schumann,G., Kendrick,K. and Feng,J. (2019) Decreased brain connectivity in smoking contrasts with increased connectivity in drinking. eLife 8: e40765. doi: 10.7554/eLife.40765. Summary. Press Release. Podcast in part 2. Gong,W., Cheng,F., Rolls, E. T., Zac Lo,C.Y., Huang,C.C., Tsai,S.J., Yang,A.C., Lin,C.P. and Feng,J. (2019) A powerful and efficient multivariate approach for voxel-level connectome-wide association studies. Neuroimage 188: 628-641. Ma, L., Rolls, E. T., Liu, X., Liu, Y., Jiao, Z., Wang, Y., Gong, W., Ma, Z., Gong, F., and Wan, L. (2019) Multi-scale analysis of schizophrenia risk genes, brain structure, and clinical symptoms reveals integrative clues for subtyping schizophrenia patients. Journal of Molecular Cell Biology 11: 678-687. Rolls, E. T., Cheng, W., Gong, W., Qiu, J., Zhou, C., Zhang, J., Lv, W., Ruan, H., Wei, D., Cheng, K., Meng, J., Lin, C. P., Xie, P. and Feng, J. (2019) Functional connectivity of the anterior cingulate cortex in depression and in health. Cerebral Cortex 29: 3617-3630. Supplementary Material. Rolls, E. T. (2018) A scientific theory of ars memoriae: spatial view cells in a continuous attractor with linked items. Pp 145-163 in: Les arts de la mémoire et les images mentales. Collège de France: Paris. doi: 10.4000/books.cdf.5552. Rolls, E. T. and Wirth, S. (2018) Spatial representations in the primate hippocampus, and their functions in memory and navigation. Progress in Neurobiology 171: 90-113. Supplementary Material. Spatial view cell az033.mp4 Spatial view cell av232.mp4 Spatial view cell av191.mp4 Rolls, E. T., Mills, T., Norton,A.B., Lazidis,A. and Norton,I.T. (2018) The neuronal encoding of oral fat by the coefficient of sliding friction in the cerebral cortex and amygdala. Cerebral Cortex 28: 4080-4089. Supplementary Material. Cheng, W., Rolls, E. T., Qiu, J., Yang, D., Ruan, H., Wei, D., Zhao, L., Meng, J., Xie, P. and Feng, J. (2018) Functional connectivity of the precuneus in unmedicated patients with depression. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 3: 1040-1049. Cheng, W., Rolls, E. T., Ruan, H. and Feng, J. (2018) Functional connectivities in the brain that mediate the association between depressive problems and sleep quality. JAMA Psychiatry 75: 1052-1061. Supplementary Material. Cheng, W., Rolls, E. T., Qiu, J., Xie, X., Lyu, W., Li, Y., Huang, C. C., Yang, A. C., Tsai, S. J., Lyu, F., Zhuang, K., Lin, C. P., Xie, P. and Feng, J. (2018) Functional connectivity of the human amygdala in health and in depression. Social, Cognitive, and Affective Neuroscience 13: 557-568. Rolls, E. T. and Mills, W.P.C. (2018) Non-accidental properties, metric invariance, and encoding by neurons in a model of ventral stream visual object recognition, VisNet. Neurobiology of Learning and Memory 152: 20-31. Cheng, W., Rolls, E. T., Qiu, J., Xie, X., Wei, D., Huang, C-C., Yang, A. C., Tsai, S.-J., Li, Q., Meng, J., Lin, C.-P., Xie, P. and Feng, J. (2018) Increased functional connectivity of the posterior cingulate cortex with the lateral orbitofrontal cortex in depression. Translational Psychiatry 8: 90. Liu,Z., Zhang,J., Xie,X., Rolls, E. T., Sun,J., Zhang,K., Jiao,Z., Chen,Q., Zhang,J., Qiu,J and Feng,J. (2018) Neural and genetic determinants of creativity. Neuroimage 174: 164-176. Rolls, E. T. (2018) The neuroscience of purpose, meaning, and morals. Chapter 5 pp. 68-86 in Neuroexistentialism: Meaning, Morals, and Purpose in the Age of Neuroscience. Eds. G.D.Caruso and O.Flanagan. Oxford University Press: New York. Sun,J., Liu,Z., Rolls, E. T., Chen,Q., Yao,Y., Yang,W., Wei,D., Zhang,Q., Zhang,J., Feng,J., Qiu,J. (2019) Verbal creativity correlates with the temporal variability of brain networks during the resting state. Cerebral Cortex 29: 1047-1058. Rolls, E. T. (2018) The storage and recall of memories in the hippocampo-cortical system. Cell and Tissue Research 373: 577-604. Supplementary Material. Rolls, E. T., Cheng,W., Gilson,M., Qiu,J., Hu,Z., Ruan,H., Li,Y., Huang,C-C., Yang,A.C., Tsai,S-J., ZhangX., Zhuang,K., Lin,C-P., Deco,G., Xie,P., Feng,J. (2018) Effective connectivity in depression. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 3: 187-197. Supplementary Material. Press release. Rolls, E.T. (2017) Evolution of the emotional brain. Chapter 12 pp. 251-272 in Evolution of Brain, Cognition and Emotion in Vertebrates, Eds S. Watanabe, M.A. Hofman and T Shimizu. Springer: Japan. doi: 10.1007/978-4-431-56559-8_12. Rolls, E. T. and Mills, W.P.C. (2017) Computations in the deep vs superficial layers of the cerebral cortex. Neurobiology of Learning and Memory 145: 205-221. Rolls, E. T., Lu,W., Wan,L., Yan,H., Wang,C., Yang,F., Tan,Y.L., Li,L., Chinese Schizophrenia Collaboration Group, Yu,H., Liddle,P.F., Palaniyappan,L., Zhang,D., Yue,W. and Feng,J. (2017). Individual differences in schizophrenia. British Journal of Psychiatry Open 3: 265–273. doi: 10.1192/bjpo.bp.117.0050. Supplementary Material. Rolls, E. T. (2019) The orbitofrontal cortex and emotion in health and disease, including depression. Neuropsychologia 128: 14-43. Rolls, E. T. (2017) Face processing in different brain areas and face recognition. In Encyclopedia of Animal Cognition, pp 1-11, Eds J.Vonk and T.K.Shackelford. Springer International Publishing AG. doi:10.1007/978-3-319-47829-6_1566-1. Liu, Z., Rolls, E. T., Liu,Z, Zhang,K., Yang,M., Du,J., Gong,W., Cheng,W., Dai,F., Wang,H., Ugurbil,K., Zhang,J. and Feng, J. (2019) Brain annotation toolbox: exploring the functional and genetic associations of neuroimaging results. Bioinformatics 35: 3771-3778. doi: 10.1093/bioinformatics/btz128. Supplementary Material. Rolls, E. T. (2017) Flavor Physiology. Reference Module in Neuroscience and Biobehavioral Psychology http://dx.doi.org/10.1016/B978-0-12-809324-5.02893-5. Deng,W., Rolls, E. T., Ji,X., Robbins, T. W., Banaschewski,T., Bokde,A., Bromberg,U., Buechel,C., Desrivières,S., Conrod,P., Flor,H., Frouin,V., Gallinat,J., Garavan,H., Gowland,P., Heinz,A., Ittermann,B., Martinot,J-L., Lemaitre,H., Nees,F., Papadopoulos Orfanos,D., Poustka,L., Smolka,M.N., Walter,H., Whelan,R., Schumann,G. and Feng,J. (2017) Separate neural systems for behavioral change and for emotional responses to failure during behavioral inhibition. Human Brain Mapping 38: 3527-3537. Rolls, E. T. (2017) Neurobiological foundations of aesthetics and art. New Ideas in Psychology 47: 121-135. Rolls,E.T. (2017) Computational models of hippocampal functions. In Menzel, R. (ed) Learning Theory and Behavior, Vol 1 of Learning and Memory: A Comprehensive Reference, Second Edition:Ed. J.H.Byrne, pp. 557-578. Academic Press: Oxford. doi 10.1016/B978-0-12-809324-5.21025-0. Also Reference Module in Neuroscience and Biobehavioral Psychology. Rolls, E.T. (2017) The roles of the orbitofrontal cortex via the habenula in non-reward and depression, and in the responses of serotonin and dopamine neurons. Neuroscience and Biobehavioral Reviews 75: 331-334. Rolls, E.T. (2017) A scientific theory of ars memoriae: spatial view cells in a continuous attractor network with linked items. Hippocampus 27: 570-579. Cheng,W., Rolls,E.T., Zhang,J., Sheng,W., Ma,L., Wan,L., Luo,Q. and Feng,J. (2017) Functional connectivity decreases in autism in emotion, self, and face circuits identified by Knowledge-based Enrichment Analysis. Neuroimage 148: 169-178. Rolls, E. T. (2017) Computational Neuroscience. Reference Module in Neuroscience and Biobehavioral Psychology, Elsevier. doi 10.1016/B978-0-12-809324-5.06860-7. Rolls, E. T. (2017) Limbic structures, emotion, and memory. Reference Module in Neuroscience and Biobehavioral Psychology, Elsevier. doi 10.1016/B978-0-12-809324-5.06857-7. Rolls, E. T. (2016) Hippocampus: from spatial processing to episodic memory. Chapter 18 pp. 533-558 in From Neuron to Cognition via Computational Neuroscience, Eds. Arbib,M.A. and Bonaiuto,J.J. MIT Press: Cambridge, MA. Rolls, E. T. (2016) Brain processing of reward for touch, temperature, and oral texture. Chapter 13 pp. 209-225 in Affective Touch and the Neurophysiology of CT Afferents, Eds. Olausson,H., Wessberg,J., Morrison,I. and McGlone,F. Springer: Berlin. Tao,C., Nichols,T.E., Hua,X., Ching,C.R.K., Rolls,E.T., Thompson,P.M. and Feng,J. (2017) Generalized reduced rank latent factor regression for high dimensional tensor fields, and neuroimaging-genetic applications. Neuroimage 144: 35-57. Cheng, W., Rolls,E.T., Qiu,J., Liu,W., Tang,Y., Huang,C-C., Wang, XF., Zhang,J., Lin,W., Zheng,L., Pu, JC., Tsai,S-J., Yang,AC., Lin,C-P., Wang,F., Xie,P. and Feng,J. (2016) Medial reward and lateral non-reward orbitofrontal cortex circuits change in opposite directions in depression. Brain 139: 3296-3309. Supplementary Material. Li,T., Wang,Q., Zhang,J., Rolls, E. T., Yang,W., Palaniyappan,L., Zhang,L., Cheng,W., Yao,Y., Liu,Z., Gong,X., Luo,Q., Tang,Y., Crow,T.J., Broome, M.R., Xu,K., Li,C., Wang,J., Liu,Z.,Lu,G., Wang,F. and Feng,J. (2017) Brain-wide analysis of functional connectivity in first-episode and chronic stages of schizophrenia. Schizophrenia Bulletin 43: 436-448. Rolls, E. T. and Deco, G. (2016) Non-reward neural mechanisms in the orbitofrontal cortex. Cortex 83: 27-38. Supplementary Material Rolls, E. T. (2017) Cortical coding. Language, Cognition and Neuroscience 32: 316-329. Rolls, E.T. (2016) Flavor: Brain Processing. Chapter 6 pages 143-160 in Flavor: From Food to Behaviors, Wellbeing and Health, Eds. P. Etiévant, E. Guichard, C. Salles and A. Voilley. Elsevier / Wooodhead: Amsterdam. Rolls, E. T. (2016) A non-reward attractor theory of depression. Neuroscience and Biobehavioral Reviews 68: 47-58. Rolls, E. T. (2016) Reward systems in the brain and nutrition. Annual Review of Nutrition 36: 435-470. Rolls, E. T. (2016) Motivation Explained: Ultimate and proximate accounts of hunger and appetite. Advances in Motivation Science 3:187-249. Ed. A. Elliot. Elsevier: Oxford. Rolls, E. T. (2015) Neurobiological foundations of art and aesthetics. Ch 23 pages 453-478 in Art, Aesthetics and the Brain. Eds. J. P. Huston, M. Nadal, F. Mora, L. F. Agnati, and C. J. Cela Conde. Oxford University Press: Oxford. Rolls, E. T. (2016) Pattern completion and pattern separation mechanisms in the hippocampus. Chapter 4 pp 77-113 in: The Neurobiological Basis of Memory: A System, Attribute, and Process Analysis. Eds. P.A.Jackson, A.A.Chiba, R.F.Berman and M.E.Ragozzino. Springer: Switzerland. Robinson, L. and Rolls, E.T. (2015) Invariant visual object recognition: biologically plausible approaches. Biological Cybernetics 109: 505-535. Rolls, E. T. (2015) The neuronal representation of information in the human brain. Brain 138: 3459-3462. Rolls, E. T. (2016) Functions of the anterior insula in taste, autonomic, and related functions. Brain and Cognition 110: 4-19. Rolls, E.T., Joliot, M. and Tzourio-Mazoyer, N. (2015) Implementation of a new parcellation of the orbitofrontal cortex in the automated anatomical labeling atlas. Neuroimage 122: 1-5. Rolls, E. T. (2016) Pattern separation, completion, and categorisation in the hippocampus and neocortex. Neurobiology of Learning and Memory 129: 4-28. Introduction to Special Issue of NLM Rolls,E.T. (2015) Central neural integration of taste, smell, oral texture, and visual modalities. Ch. 46 pp 1027-1047 in Handbook of Olfaction and Gustation, 3rd Edition, Ed. R.L.Doty. Wiley: New York. Rolls, E.T. (2015) Visual functions of the orbitofrontal cortex. In Reference Module in Biomedical Sciences. Elsevier. doi: 10.1016/B978-0-12-801238-3.04715-2. Rolls, E. T. (2015) Neural basis of emotion. Pp. 477-482 in International Encyclopedia of the Social & Behavioral Sciences, 2nd edition, Vol 7, Ed J.D.Wright. Elsevier: Oxford. ISBN: 9780080970868. Rolls, E. T. (2015) Psychology of taste and smell. Pp. 26-31 in International Encyclopedia of the Social & Behavioral Sciences, 2nd edition, Vol 24, Ed J.D.Wright. Elsevier: Oxford. ISBN: 9780080970868. Rolls, E. T. (2015) Diluted connectivity in pattern association networks facilitates the recall of information from the hippocampus to the neocortex. Progress in Brain Research 219: 21-43. Rolls,E.T., Kellerhals,M.B. and Nichols,T.E. (2015) Age differences in the brain mechanisms of good taste. Neuroimage 113: 298-309. Rolls, E. T. (2015) Taste, flavor, and appetite. Pp 573-580 in Brain Mapping: An Encyclopedic Reference, vol 2, Ed. A.Toga. Academic Press / Elsevier: Amsterdam. Rolls, E. T. (2015) Taste, olfactory, and food reward value processing in the brain. Progress in Neurobiology 127-128: 64-90. Cheng,W., Rolls,E.T., Gu, H., Zhang,J. and Feng,J. (2015) Autism: reduced connectivity between cortical areas involved in face expression, theory of mind, and the sense of self. Brain 138: 1382-1393. Supplementary Material. Rolls, E.T. and Deco, G. (2015) Stochastic cortical neurodynamics underlying the memory and cognitive changes in aging. Neurobiology of Learning and Memory 118: 150-161. Supplementary Material Kesner,R.P. and Rolls,E.T. (2015) A computational theory of hippocampal function, and tests of the theory: new developments. Neuroscience and Biobehavioral Reviews 48: 92-147. Pu, W., Rolls, E. T., Guo, S., Liu, H., Yu, Y., Xue, Z., Rolls, E. T., Feng, J. and Liu, Z. (2014) Altered functional connectivity links in neuroleptic-na?ve and neuroleptic-treated patients with schizophrenia, and their relation to symptoms including volition. Neuroimage Clinical 6: 463-474. Rolls, E. T. and Deco, G. (2015) Networks for memory, perception, and decision-making, and beyond to how the syntax for language might be implemented in the brain. Brain Research 1621: 316-334. Rolls, E. T. and Webb, T. J. (2014) Finding and recognising objects in natural scenes: complementary computations in the dorsal and ventral visual systems. Frontiers in Computational Neuroscience 8: 85. Webb,T.J. and Rolls,E.T. (2014) Deformation-specific and deformation-invariant visual object recognition: pose vs identity recognition of people and deforming objects. Frontiers in Computational Neuroscience 8: 37. Rolls, E.T. (2015) Emotion and Decision-Making Explained: Response to commentators. Cortex 62: 203-210. Rolls, E.T. (2014) Emotion and Decision-Making Explained: Précis. Cortex 59: 185-193. Virtual Special Issue of Cortex on Emotion and Decision-Making Explained. Rolls,E.T. (2014) Neuroculture: art, aesthetics, and the brain. Rendiconti Lincei. Scienze Fisiche e Naturali 25: 291-307. doi: 10.1007/s12210-013-0276-7. Rolls,E.T. (2015) Limbic systems for emotion and for memory, but no single limbic system. Cortex 62: 119-157. Luo,Q., Ge,T., Grabenhorst,F., Feng,J. and Rolls,E.T. (2013). Attention-dependent modulation of cortical taste circuits revealed by Granger causality with signal-dependent noise. PLoS Computational Biology 9: e1003265. Rolls,E.T. (2013) The mechanisms for pattern completion and pattern separation in the hippocampus. Frontiers in Systems Neuroscience 7: 74. doi: 10.3389/fnsys.2013.00074. Grabenhorst,F. and Rolls,E.T. (2014). The representation of oral fat texture in the human somatosensory cortex. Human Brain Mapping 35: 2521-2530. Rolls,E.T. (2013) A quantitative theory of the functions of the hippocampal CA3 network in memory. Frontiers in Cellular Neuroscience 7: 98. Rolls,E.T. (2013) What are emotional states, and why do we have them? Emotion Review 5: 241-247. Rolls,E.T. (2013) On the relation between the mind and the brain: a neuroscience perspective. Philosophia Scientiae 17 (2): 31-70. Gallo,M. Gámiz,F., Perez-García,M., del Moral,R.G. and Rolls, E. T. (2014) Taste and olfactory status in a gourmand with a right amygdala lesion. Neurocase: The Neural basis of Cognition 20: 421-433. Rolls, E. T., Dempere-Marco,L. and Deco, G. (2013) Holding multiple items in short term memory: a neural mechanism. PLoS ONE 8(4): e61078. Gabbott,P.L. and Rolls,E.T. (2013). Increased neuronal firing in resting and sleep in areas of the macaque medial prefrontal cortex (mPFC) that are part of the default mode network. European Journal of Neuroscience 37: 1737-1746. Walters,D.M., Stringer,S.M. and Rolls,E .T. (2013) Path integration of head direction: updating a packet of neural activity at the correct speed using axonal conduction delays. PLoS ONE 8: e58330. Rolls,E.T. (2013) A biased activation theory of the cognitive and attentional modulation of emotion. Frontiers in Human Neuroscience 7: 74. Rolls,E.T. (2012) Taste, olfactory, and food texture reward processing in the brain and the control of appetite. Proceedings of the Nutrition Society 71: 488-501. Rolls,E.T. (2012) Willed action, free will, and the stochastic neurodynamics of decision-making. Frontiers in Integrative Neuroscience 6: 68. Rolls,E.T., Webb,T.J. and Deco,G. (2012). Communication before coherence. European Journal of Neuroscience 36: 2689-2709. Rolls,E.T. (2012) Invariant visual object and face recognition: neural and computational bases, and a model, VisNet. Frontiers in Computational Neuroscience 6: (35) 1-70. Rolls,E.T. (2012) Advantages of dilution in the connectivity of attractor networks in the brain. Biologically Inspired Cognitive Architectures 1: 44-54. http://dx.doi.org/10.1016/j.bica.2012.03.003. Rolls, E.T. (2012) Mechanisms for sensing fat in food in the mouth. Journal of Food Science 77: S140-S142. Deco,G., Rolls,E.T., Albantakis,L. and Romo,R. (2013). Brain mechanisms for perceptual and reward-related decision-making. Progress in Neurobiology 103: 194-213. Millan MJ, Agid Y, Brüne M, Bullmore ET, Carter CS, Clayton NS, Connor R,Davis S, Deakin R, De Rubeis RJ, Dubois B, Geyer MA, Goodwin GM, Gorwood P, Jay TM, Mansuy IM, Meyer-Lindenberg A, Murphy D, Rolls ET, Saletu B, Spedding M, Sweeney J, Whittington M and Young LJ. (2012) Cognitive dysfunction in psychiatric disorders: characteristics, causes and the quest for improved therapy. Nature Reviews Drug Discovery 11: 141-168. Rolls, E. T. (2012) The emotional systems. Chapter 38, pp. 1315-1337 in J.K.Mai and G.Paxinos (Eds.), The Human Nervous System. 3rd Edition. Elsevier: London. Rolls,E.T. (2011) Mecanismo de acao do sabor e do gusto umami no cerebro. Chapter 15 pp 465-492 in Umami e Glutamato. Ed. F.G.Reyes Reyes. Pleiade: Sao Paolo. Rolls,E.T. (2011) A neurobiological basis for affective feelings and aesthetics. Chapter 8 pp 116-165 in The Aesthetic Mind: Philosophy and Psychology. Eds. E.Schellekens and P.Goldie. Oxford University Press: Oxford. Rolls,E.T. and Treves.A. (2011) The neuronal encoding of information in the brain. Progress in Neurobiology 95: 448-490. Webb, T.J., Rolls, E.T., Deco, G. and Feng, J. (2011) Noise in attractor networks in the brain produced by graded firing rate representations. PLoS One 6: e23630. Rolls, E. T. (2011) Chemosensory learning in the cortex. Frontiers in Systems Neuroscience 5: 78. Ge, T., Feng, J., Grabenhorst,F. and Rolls,E.T. (2012) Componential Granger causality, and its application to identifying the source and mechanisms of the top-down biased activation that controls attention to affective vs sensory processing. Neuroimage 59: 1846-1858. Rolls,E.T. and Webb, T.J. (2012) Cortical attractor network dynamics with diluted connectivity. Brain Research 1434: 212-225. Rolls,E.T. (2012) Glutamate, obsessive-compulsive disorder, schizophrenia, and the stability of cortical attractor neuronal networks. Pharmacology, Biochemistry and Behavior 100: 736-751. Martinez-Garcia, M., Rolls,E.T., Deco,G. and Romo,R. (2011) Neural and computational mechanisms of postponed decisions. Proceedings of the National Academy of Sciences (USA): 108: 11626-11631. Supplementary Material. Rolls,E.T. (2011) Face neurons. Ch 4 pp 51-75 in The Oxford Handbook of Face Perception. Eds. A.J.Calder, G.Rhodes, M.H.Johnson and J.V.Haxby. Oxford University Press: Oxford. Rolls,E.T. and Deco,G. (2011) Prediction of decisions from noise in the brain before the evidence is provided. Frontiers in Neuroscience 5: 33 (1-11). Rolls,E.T. (2011) The neural representation of oral texture including fat texture. Journal of Texture Studies 42: 137-156. Rolls,E.T. (2011) David Marr’s Vision: floreat computational neuroscience. Brain 134: 913-916. Rolls, E. T. (2011) Consciousness, decision-making, and neural computation. Chapter 9, pp 287-333 in Perception-Action Cycle: Models, architectures and hardware. Eds. V.Cutsuridis, A.Hussain and J.G.Taylor. Springer: New York. Rolls,E.T., Deco,G. and Winterer,G. (2011) A computational neuroscience approach to schizophrenia: working memory and attentional deficits. Archives of General Psychiatry: http://archpsyc.ama-assn.org/cgi/eletters/67/6/570#14034. Grabenhorst,F. and Rolls,E .T. (2011) Value, pleasure, and choice in the ventral prefrontal cortex. Trends in Cognitive Sciences 15: 56-67. Grabenhorst,F., Rolls,E .T. and Margot, C. (2011) A hedonically complex odor mixture captures the brain's attention. Neuroimage 55: 832-843. Rolls, E. T. (2010) Noise in the brain, decision making, determinism, free will, and consciousness. Pp. 113-120 in New Horizons in the Neuroscience of Consciousness. Eds. E.Perry, D.Collerton, F.Lebeau and H.Ashton. John Benjamins: Amsterdam. Rolls, E. T. (2011) Functions of human emotional memory: the brain and emotion. Chapter 8, pp. 173-191 in The Memory Process: Neuroscientific and Humanistic Perspectives, Eds. S. Nalbantian, P.M. Matthews, and J. L. McClelland. MIT Press: Cambridge, MA. Smerieri,A., Rolls,E.T. and Feng,J. (2010) Decision time, slow inhibition, and theta rhythm. Journal of Neuroscience 30: 14173-14181. Rolls,E.T. and Deco,G. (2011) A computational neuroscience approach to schizophrenia and its onset. Neuroscience and Biobehavioral Reviews 35: 1644-1653. Rolls,E.T., Grabenhorst,F. and Deco,G. (2010) Decision-making, errors, and confidence in the brain. Journal of Neurophysiology 104: 2359-2374. Grabenhorst,F. and Rolls,E .T. (2010) Attentional modulation of affective vs sensory processing: functional connectivity and a top-down biased activation theory of selective attention. Journal of Neurophysiology 104: 1649-1660. Rolls,E.T. (2011) Taste, olfactory, and food texture reward processing in the brain and obesity. International Journal of Obesity 35: 550-561. Rolls,E.T., Grabenhorst,F. and Deco,G. (2010) Choice, difficulty, and confidence in the brain. Neuroimage 53: 694-706. Perry, G., Rolls, E. T. and Stringer, S. M. (2010) Continuous transformation learning of translation invariant representations. Experimental Brain Research 204: 255-270. Rolls,E.T. (2010) Taste, olfactory and food texture processing in the brain and the control of appetite. Ch. 4 pp 41-56 in Obesity Prevention. Eds. L.Dube, A.Bechara, A.Dagher, A.Drewnowski, J.LeBel, P.James, and R.Y.Yada. Academic Press: London. Insabato, A., Pannunzi, M., Rolls,E.T., and Deco,G. (2010) Confidence-related decision-making. Journal of Neurophysiology 104: 539-547. Loh,M., Rolls,E.T. and Deco,G. (2010). Local cortical dynamics related to mental illnesses. Chapter 15, pp 321-340 in Systems Biology and Psychiatric Research. Eds: F.Tretter, P.J.Gebicke-Haerter, E.R.Mendoza and G.Winterer. Wiley: Weinheim. Rolls,E.T., Grabenhorst,F. and Parris,B. (2010) Neural systems underlying decisions about affective odors. Journal of Cognitive Neuroscience 22: 1069-1082. Rolls,E.T. (2010) The affective and cognitive processing of touch, oral texture, and temperature in the brain. Neuroscience and Biobehavioral Reviews 43: 237-245. Rolls,E.T. (2010) A computational theory of episodic memory formation in the hippocampus. Behavioural Brain Research 215: 180-196. Grabenhorst,F., D’Souza,A., Parris,B.A., Rolls,E .T. and Passingham,R.E. (2010) A common neural scale for the subjective value of different primary rewards. Neuroimage 51: 1265-1274. Deco,G., Rolls,E.T., and Romo,R. (2010) Synaptic dynamics and decision-making. Proceedings of the National Academy of Sciences 107:7545-7549. Rolls,E.T. (2010) Attractor networks. WIREs Cognitive Science 1: 119-134. Rolls,E.T. (2010) Neural representation of fat texture in the mouth. Ch. 8, pp. 197-223 in Fat Detection: Taste, Texture, and Postingestive Effects. Eds. J-P. Montmayeur and J. le Coutre. CRC Press, Boca Raton, FL. Rolls,E.T., Critchley,H.D., Verhagen,J.V. and Kadohisa,M. (2010) The representation of information about taste and odor in the orbitofrontal cortex. Chemosensory Perception 3: 16-33. Rolls, E. T. (2009). The neurophysiology and computational mechanisms of object representation. Ch 14 pp. 257-287 in Object Categorization: Computer and Human Vision Perspectives. Eds. S.Dickinson, M.Tarr, A.Leonardis and B.Schiele. Cambridge University Press: Cambridge. Grabenhorst,F., Rolls,E .T., Parris,B.A. and D’Souza,A. (2010) How the brain represents the reward value of fat in the mouth. Cerebral Cortex 20: 1082-1091. Rolls,E.T. (2009) The orbitofrontal cortex. Pp. 290-292 in The Oxford Companion to Emotion and the Affective Sciences, Eds. D. Sander and K.R.Scherer. Oxford University Press: Oxford. Rolls,E.T. (2009) From reward value to decision-making: neuronal and computational principles. Chapter 5, pp. 95-130 in Handbook of Reward and Decision Making, Eds. J-C. Dreher and L.Tremblay. Academic Press: New York Rolls,E.T. (2009) Functional neuroimaging of umami taste: what makes umami pleasant. American Journal of Clinical Nutrition 90: 803S-814S. Rolls, E. T. (2009) The anterior and midcingulate cortices and reward. Chapter 8 pp. 191-206 in B.A.Vogt (ed.), Cingulate Neurobiology and Disease. Oxford University Press: Oxford.

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