The Neurobiology of the Prefrontal Cortex: Anatomy, Evolution, and the Origin of Insight
Abstract
The prefrontal cortex makes up almost a quarter of the human brain, and it expanded dramatically during primate evolution. This book presents a new theory about its fundamental function. The book argues that primate-specific parts of the prefrontal cortex evolved to reduce errors in foraging choices, so that particular ancestors of modern humans could overcome periodic food shortages. These developments laid the foundation for working out problems in our imagination, which resulted in the insights that allow humans to avoid errors entirely, at least at times. The book details which parts of the prefrontal cortex evolved exclusively in primates, how its connections explain why the prefrontal cortex alone can perform its function, and why other parts of the brain cannot do what the prefrontal cortex does. Based on an analysis of its evolutionary history, the book uses evidence from lesion, imaging, and cell-recording experiments to argue that the primate prefrontal cortex generates goals from a current behavioral context and that it can do so on the basis of single events. As a result, the prefrontal cortex uses the attentive control of behavior to augment an older general-purpose learning system, one that evolved very early in the history of animals. This older system learns slowly and cumulatively over many experiences based on reinforcement. The chapters argue that a new learning system evolved in primates at a particular time and place in their history, that it did so to decrease the errors inherent in the older learning system, and that severe volatility of food resources provided the driving force for these developments.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
There is no equivalent in rodents of most of the primate OFC.
“First, the rodent OFC contains only agranular cortex, which corresponds to only a small region of the primate OFC, posteriorly (Wise, 2008; Passingham and Wise, 2012; Passingham, 2021), and these authors provide evidence that there is no equivalent in rodents of most of the primate OFC.”
From The orbitofrontal cortex: reward, emotion and depression (2020) · cites this paper as Passingham and Wise, 2012
Anthropoid primates have evolved unique prefrontal areas that are thought to provide a cognitive advantage in foraging decisions that rely on executive function.
“For example, the best performing species in our sample were predominantly anthropoid primates, species that have evolved unique prefrontal areas that are thought to provide a cognitive advantage in foraging decisions that rely on executive function (176-178).”
From The evolution of self-control. (2014) · cites this paper as [178]
Cited by
Sorted by citations
The cingulate cortex and limbic systems for emotion, action, and memory
Rolls, E. T. (2019) · Brain Structure and Function · doi:10.1007/s00429-019-01945-2 · Cited by 859 · see citing works
The evolution of self-control.
MacLean, E. L., Hare, B., Nunn, C. L., Addessi, E., Amici, F., Anderson, R. C., Aureli, F., Baker, J. M., Bania, A. E., Barnard, A. M., et al. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1323533111 · Cited by 819 · see citing works
Krakauer, J. W., Hadjiosif, A. M., Xu, J., Wong, A. L., & Haith, A. M. (2019) · Comprehensive physiology · doi:10.1002/cphy.c170043 · Cited by 833 · see citing works
Understanding the Higher-Order Approach to Consciousness
Brown, R., Lau, H., & LeDoux, J. E. (2019) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2019.06.009 · Cited by 573 · see citing works
What constitutes the prefrontal cortex?
Carlén, M. (2017) · Science · doi:10.1126/science.aan8868 · Cited by 561 · see citing works
The orbitofrontal cortex: reward, emotion and depression
Rolls, E. T., Cheng, W., & Feng, J. (2020) · Brain Communications · doi:10.1093/braincomms/fcaa196 · Cited by 474 · see citing works
Dorsal Anterior Cingulate Cortex: A Bottom-Up View
Heilbronner, S. R., & Hayden, B. Y. (2016) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-070815-013952 · Cited by 469 · see citing works
Value, search, persistence and model updating in anterior cingulate cortex
Kolling, N., Wittmann, M. K., Behrens, T. E. J., Boorman, E. D., Mars, R. B., & Rushworth, M. F. S. (2016) · Nature Neuroscience · doi:10.1038/nn.4382 · Cited by 439 · see citing works
Limbic systems for emotion and for memory, but no single limbic system
Rolls, E. T. (2013) · Cortex · doi:10.1016/j.cortex.2013.12.005 · Cited by 428 · see citing works
Neubert, F.-X., Mars, R. B., Thomas, A. G., Sallet, J., & Rushworth, M. F. S. (2014) · Neuron · doi:10.1016/j.neuron.2013.11.012 · Cited by 416 · see citing works
Prefrontal mechanisms of behavioral flexibility, emotion regulation and value updating
Rudebeck, P. H., Saunders, R. C., Prescott, A. T., Chau, L. S., & Murray, E. A. (2013) · Nature Neuroscience · doi:10.1038/nn.3440 · Cited by 383 · see citing works
The orbitofrontal cortex and emotion in health and disease, including depression
Rolls, E. T. (2017) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2017.09.021 · Cited by 326 · see citing works
Rolls, E. T. (2023) · Brain Structure and Function · doi:10.1007/s00429-023-02644-9 · Cited by 324 · see citing works
Quantitative assessment of prefrontal cortex in humans relative to nonhuman primates
Donahue, C. J., Glasser, M. F., Preuss, T. M., Rilling, J. K., & Van Essen, D. C. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1721653115 · Cited by 301 · see citing works
Resynthesizing behavior through phylogenetic refinement
Cisek, P. (2019) · Attention Perception & Psychophysics · doi:10.3758/s13414-019-01760-1 · Cited by 294 · see citing works
Should a Few Null Findings Falsify Prefrontal Theories of Conscious Perception?
Odegaard, B., Knight, R. T., & Lau, H. (2017) · The Journal of Neuroscience · doi:10.1523/jneurosci.3217-16.2017 · Cited by 316 · see citing works
Taste, olfactory, and food reward value processing in the brain
Rolls, E. T. (2015) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2015.03.002 · Cited by 287 · see citing works
The evolution of brains from early mammals to humans
Kaas, J. H. (2012) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1206 · Cited by 288 · see citing works
Why are there so many explanations for primate brain evolution?
Dunbar, R., & Shultz, S. (2017) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2016.0244 · Cited by 258 · see citing works
Flesch, T., Juechems, K., Dumbalska, T., Saxe, A., & Summerfield, C. (2022) · Neuron · doi:10.1016/j.neuron.2022.01.005 · Cited by 257 · see citing works
The Organization and Operation of Inferior Temporal Cortex
Conway, B. R. (2018) · Annual Review of Vision Science · doi:10.1146/annurev-vision-091517-034202 · Cited by 259 · see citing works
Functional Heterogeneity within Rat Orbitofrontal Cortex in Reward Learning and Decision Making
Izquierdo, A. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.1678-17.2017 · Cited by 251 · see citing works
Wong, A. L., Haith, A. M., & Krakauer, J. W. (2014) · The Neuroscientist · doi:10.1177/1073858414541484 · Cited by 257 · see citing works
A distributed, hierarchical and recurrent framework for reward-based choice
Hunt, L. T., & Hayden, B. Y. (2017) · Nature reviews. Neuroscience · doi:10.1038/nrn.2017.7 · Cited by 237 · see citing works
Evolution of prefrontal cortex
Preuss, T. M., & Wise, S. P. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-021-01076-5 · Cited by 245 · see citing works
Self-citationCausal evidence for frontal cortex organization for perceptual decision making
Rahnev, D., Nee, D. E., Riddle, J., Larson, A. S., & D’Esposito, M. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1522551113 · Cited by 200 · see citing works
Specializations for reward-guided decision-making in the primate ventral prefrontal cortex
Murray, E. A., & Rudebeck, P. H. (2018) · Nature Reviews Neuroscience · doi:10.1038/s41583-018-0013-4 · Cited by 169 · see citing works
A non-reward attractor theory of depression
Rolls, E. T. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.05.007 · Cited by 180 · see citing works
Krakauer, J. W., Hadjiosif, A. M., Xu, J., Wong, A. L., & Haith, A. M. (2019) · Comprehensive physiology · doi:10.1002/j.2040-4603.2019.tb00069.x · Cited by 189 · see citing works
Superior pattern processing is the essence of the evolved human brain
Mattson, M. P. (2014) · Frontiers in Neuroscience · doi:10.3389/fnins.2014.00265 · Cited by 181 · see citing works
Subdivisions and connectional networks of the lateral prefrontal cortex in the macaque monkey
Saleem, K. S., Miller, B. D., & Price, J. L. (2013) · The Journal of Comparative Neurology · doi:10.1002/cne.23498 · Cited by 160 · see citing works
Vendetti, M. S., & Bunge, S. A. (2014) · Neuron · doi:10.1016/j.neuron.2014.09.035 · Cited by 152 · see citing works
Voloh, B., Valiante, T. A., Everling, S., & Womelsdorf, T. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1500438112 · Cited by 157 · see citing works
Functions of the anterior insula in taste, autonomic, and related functions
Rolls, E. T. (2015) · Brain and Cognition · doi:10.1016/j.bandc.2015.07.002 · Cited by 157 · see citing works
Taste and smell processing in the brain
Rolls, E. T. (2019) · Handbook of clinical neurology · doi:10.1016/b978-0-444-63855-7.00007-1 · Cited by 141 · see citing works
The hippocampus, ventromedial prefrontal cortex, and episodic and semantic memory
Rolls, E. T. (2022) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2022.102334 · Cited by 144 · see citing works
Rolls, E. T., Deco, G., Huang, C., & Feng, J. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac070 · Cited by 133 · see citing works
Epigenetic Regulations in Neuropsychiatric Disorders
Kuehner, J. N., Bruggeman, E. C., Wen, Z., & Yao, B. (2019) · Frontiers in Genetics · doi:10.3389/fgene.2019.00268 · Cited by 137 · see citing works
The why, what, where, when and how of goal-directed choice: neuronal and computational principles
Verschure, P. F. M. J., Pennartz, C. M. A., & Pezzulo, G. (2014) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2013.0483 · Cited by 131 · see citing works
Structural Variability Across the Primate Brain: A Cross-Species Comparison
Croxson, P. L., Forkel, S. J., Cerliani, L., & de Schotten, M. T. (2017) · Cerebral Cortex · doi:10.1093/cercor/bhx244 · Cited by 128 · see citing works
Minority reports: Consciousness and the prefrontal cortex
Michel, M., & Morales, J. (2019) · Mind & Language · doi:10.1111/mila.12264 · Cited by 120 · see citing works
Neural Mechanisms of Social Cognition in Primates
Wittmann, M. K., Lockwood, P. L., & Rushworth, M. F. S. (2018) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-080317-061450 · Cited by 113 · see citing works
The evolution of brain architectures for predictive coding and active inference
Pezzulo, G., Parr, T., & Friston, K. J. (2021) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2020.0531 · Cited by 126 · see citing works
Structure learning and the posterior parietal cortex
Summerfield, C., Luyckx, F., & Sheahan, H. (2020) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2019.101717 · Cited by 118 · see citing works
Essential functions of primate frontopolar cortex in cognition
Boschin, E. A., Piekema, C., & Buckley, M. J. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1419649112 · Cited by 107 · see citing works
Economic Choice as an Untangling of Options into Actions
Yoo, S. B. M., & Hayden, B. Y. (2018) · Neuron · doi:10.1016/j.neuron.2018.06.038 · Cited by 104 · see citing works
No relative expansion of the number of prefrontal neurons in primate and human evolution
Gabi, M., Neves, K., MASSERON, C. C., Ribeiro, P. F. M., Ventura‐Antunes, L., Torres, L. B., Mota, B., Kaas, J. H., & Herculano‐Houzel, S. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1610178113 · Cited by 109 · see citing works
Yamagishi, T., Takagishi, H., Fermin, A. D. S. R., Ryota Kanai, C., Li, Y., & Matsumoto, Y. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1523940113 · Cited by 102 · see citing works
Evolution of behavioural control from chordates to primates
Cisek, P. (2022) · Philosophical Transactions of the Royal Society B · doi:10.1098/rstb.2020.0522 · Cited by 107 · see citing works
Social isolation and the brain in the pandemic era
Bzdok, D., & Dunbar, R. I. M. (2022) · Nature Human Behaviour · doi:10.1038/s41562-022-01453-0 · Cited by 100 · see citing works
Does perceptual confidence facilitate cognitive control?
Koizumi, A., Maniscalco, B., & Lau, H. C. (2015) · Attention Perception & Psychophysics · doi:10.3758/s13414-015-0843-3 · Cited by 97 · see citing works
Nonmotor Functions of the Cerebellum: An Introduction
Klein, A. P., Ulmer, J. L., Quinet, S. A., Mathews, V. P., & Mark, L. P. (2016) · American Journal of Neuroradiology · doi:10.3174/ajnr.a4720 · Cited by 101 · see citing works
Reward Systems in the Brain and Nutrition
Rolls, E. T. (2016) · Annual Review of Nutrition · doi:10.1146/annurev-nutr-071715-050725 · Cited by 97 · see citing works
Visuomotor Functions in the Frontal Lobe
Schall, J. D. (2015) · Annual Review of Vision Science · doi:10.1146/annurev-vision-082114-035317 · Cited by 89 · see citing works
Yoo, S. B. M., Hayden, B. Y., & Pearson, J. M. (2021) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2019.0664 · Cited by 93 · see citing works
Dunbar, R. (2020) · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rspa.2020.0446 · Cited by 95 · see citing works
Ardid, S., Vinck, M. A., Kaping, D., Marquez, S., Everling, S., & Womelsdorf, T. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.2700-14.2015 · Cited by 93 · see citing works
Primate homologs of mouse cortico-striatal circuits
Balsters, J. H., Zerbi, V., Sallet, J., Wenderoth, N., & Mars, R. B. (2020) · eLife · doi:10.7554/elife.53680 · Cited by 96 · see citing works
Solving the detour problem in navigation: a model of prefrontal and hippocampal interactions
Spiers, H. J., & Gilbert, S. J. (2015) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2015.00125 · Cited by 94 · see citing works
Cortical cell and neuron density estimates in one chimpanzee hemisphere
Collins, C. E., Turner, E. C., Sawyer, E. K., Reed, J. L., Young, N. A., Flaherty, D. K., & Kaas, J. H. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1524208113 · Cited by 90 · see citing works
An Evolutionary Perspective on Why Food Overconsumption Impairs Cognition
Mattson, M. P. (2019) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2019.01.003 · Cited by 91 · see citing works
Global reward state affects learning and activity in raphe nucleus and anterior insula in monkeys
Wittmann, M. K., Fouragnan, E. F., Folloni, D., Klein-Flügge, M. C., Chau, B. K. H., Khamassi, M., & Rushworth, M. F. S. (2020) · Nature Communications · doi:10.1038/s41467-020-17343-w · Cited by 88 · see citing works
Economic choice: the foraging perspective
Hayden, B. Y. (2017) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2017.12.002 · Cited by 88 · see citing works
The Role of Orbitofrontal–Amygdala Interactions in Updating Action–Outcome Valuations in Macaques
Fiuzat, E. C., Rhodes, S. E. V., & Murray, E. A. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.1839-16.2017 · Cited by 85 · see citing works
Computational models of adaptive behavior and prefrontal cortex
Soltani, A., & Koechlin, É. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-021-01123-1 · Cited by 83 · see citing works
A dynamic code for economic object valuation in prefrontal cortex neurons
Tsutsui, K., Fabian Grabenhorst, B., Kobayashi, S., & Schultz, W. (2016) · Nature Communications · doi:10.1038/ncomms12554 · Cited by 83 · see citing works
Differences in Frontal Network Anatomy Across Primate Species
Barrett, R. L. C., Dawson, M., Dyrby, T. B., Krug, K., Ptito, M., D'Arceuil, H. E., Croxson, P. L., Johnson, P. J., Howells, H., Forkel, S. J., et al. (2020) · Journal of Neuroscience · doi:10.1523/jneurosci.1650-18.2019 · Cited by 78 · see citing works
The neural basis of motivational influences on cognitive control
Parro, C., Dixon, M. L., & Kalina Christoff, A. (2018) · Human Brain Mapping · doi:10.1002/hbm.24348 · Cited by 72 · see citing works
Social complexity and the fractal structure of group size in primate social evolution
Dunbar, R., & Shultz, S. (2021) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/brv.12730 · Cited by 81 · see citing works
The orbitofrontal cortex, food reward, body weight and obesity
Rolls, E. T. (2021) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsab044 · Cited by 77 · see citing works
Prefrontal cortex and cognitive control: new insights from human electrophysiology
Widge, A. S., Heilbronner, S. R., & Hayden, B. Y. (2019) · F1000Research · doi:10.12688/f1000research.20044.1 · Cited by 74 · see citing works
Brain Computations and Connectivity
Rolls, E. T. (2023) · doi:10.1093/oso/9780198887911.001.0001 · Cited by 78 · see citing works
The anatomy of the human frontal lobe
Catani, M. (2019) · Handbook of clinical neurology · doi:10.1016/b978-0-12-804281-6.00006-9 · Cited by 78 · see citing works
Effective connectivity in autism
Rolls, E. T., Zhou, Y., Cheng, W., Gilson, M., Deco, G., & Feng, J. (2019) · Autism Research · doi:10.1002/aur.2235 · Cited by 72 · see citing works
Primate comparative neuroscience using magnetic resonance imaging: promises and challenges
Mars, R. B., Neubert, F.-X., Verhagen, L., Sallet, J., Miller, K. L., Dunbar, R., & Barton, R. A. (2014) · Frontiers in Neuroscience · doi:10.3389/fnins.2014.00298 · Cited by 72 · see citing works
Karube, F., TAKAHASHI, S. Y., Kobayashi, K., & Fujiyama, F. (2019) · eLife · doi:10.7554/elife.49511 · Cited by 63 · see citing works
A biased activation theory of the cognitive and attentional modulation of emotion
Rolls, E. T. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00074 · Cited by 69 · see citing works
Connections of the human orbitofrontal cortex and inferior frontal gyrus
Heather Hsu, C.-C., Rolls, E. T., Huang, C.-C., Chong, S. T., Zac Lo, C.-Y., Feng, J., & Lin, C.-P. (2020) · Cerebral Cortex · doi:10.1093/cercor/bhaa160 · Cited by 67 · see citing works
Prefrontal cortex interactions with the amygdala in primates
Murray, E. A., & Fellows, L. K. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-021-01128-w · Cited by 65 · see citing works
Large-scale comparative neuroimaging: Where are we and what do we need?
de Schotten, M. T., Croxson, P. L., & Mars, R. B. (2018) · Cortex · doi:10.1016/j.cortex.2018.11.028 · Cited by 64 · see citing works
Tsujimoto, S., Genovesio, A., & Wise, S. P. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.1230-12.2012 · Cited by 64 · see citing works
Self-citationPrefrontal and somatosensory-motor cortex effective connectivity in humans
Rolls, E. T., Deco, G., Huang, C., & Feng, J. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac391 · Cited by 63 · see citing works
Associative Recognition Memory Awareness Improved by Theta-Burst Stimulation of Frontopolar Cortex
Ryals, A. J., Rogers, L. M., Gross, E. Z., Polnaszek, K. L., & Voss, J. L. (2015) · Cerebral Cortex · doi:10.1093/cercor/bhu311 · Cited by 60 · see citing works
Connectivity-based parcellation of the human frontal polar cortex
Moayedi, M., Salomons, T. V., Dunlop, K., Downar, J. H., & Davis, K. D. (2014) · Brain Structure and Function · doi:10.1007/s00429-014-0809-6 · Cited by 63 · see citing works
Higher order intentionality tasks are cognitively more demanding
Lewis, P. A., Birch, A. M., Hall, A., & Dunbar, R. (2017) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsx034 · Cited by 61 · see citing works
Hippocampal CA1 gamma power predicts the precision of spatial memory judgments
Stevenson, R. F., Zheng, J., Mnatsakanyan, L., Vadera, S., Knight, R. T., Lin, J. J., & Yassa, M. A. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1805724115 · Cited by 56 · see citing works
Mashhoori, A., Hashemnia, S., McNaughton, B. L., Euston, D. R., & Gruber, A. J. (2018) · eLife · doi:10.7554/elife.29793 · Cited by 62 · see citing works
Shen, C., Ardid, S., Kaping, D., Westendorff, S., Everling, S., & Womelsdorf, T. (2014) · Cerebral Cortex · doi:10.1093/cercor/bhu028 · Cited by 60 · see citing works
Sulcal depth in prefrontal cortex: a novel predictor of working memory performance
Yao, J. K., Voorhies, W. I., Miller, J. A., Bunge, S. A., & Weiner, K. S. (2022) · Cerebral Cortex · doi:10.1093/cercor/bhac173 · Cited by 62 · see citing works
von Eugen, K., Tabrik, S., Güntürkün, O., & Ströckens, F. (2020) · The Journal of Comparative Neurology · doi:10.1002/cne.24878 · Cited by 57 · see citing works
Maisto, D., Donnarumma, F., & Pezzulo, G. (2015) · Journal of The Royal Society Interface · doi:10.1098/rsif.2014.1335 · Cited by 59 · see citing works
Rapid Rule-Based Reward Reversal and the Lateral Orbitofrontal Cortex
Rolls, E. T., Vatansever, D., Li, Y., Cheng, W., & Feng, J. (2020) · Cerebral Cortex Communications · doi:10.1093/texcom/tgaa087 · Cited by 56 · see citing works
Decision-making: from neuroscience to neuroeconomics—an overview
Serra, D. (2021) · Theory and Decision · doi:10.1007/s11238-021-09830-3 · Cited by 61 · see citing works
Oemisch, M., Westendorff, S., Everling, S., & Womelsdorf, T. (2015) · Journal of Neuroscience · doi:10.1523/jneurosci.1262-15.2015 · Cited by 54 · see citing works
Socioecological complexity in primate groups and its cognitive correlates
Shultz, S., & Dunbar, R. (2022) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2021.0296 · Cited by 56 · see citing works
The Integration of Functional Brain Activity from Adolescence to Adulthood
Kundu, P., Benson, B. E., Rosen, D. K., Frangou, S., Leibenluft, E., Luh, W., Bandettini, P. A., Pine, D. S., & Monique Ernst, D. (2018) · Journal of Neuroscience · doi:10.1523/jneurosci.1864-17.2018 · Cited by 51 · see citing works
Extensive cortical functional connectivity of the human hippocampal memory system
Ma, Q., Rolls, E. T., Huang, C., Cheng, W., & Feng, J. (2021) · Cortex · doi:10.1016/j.cortex.2021.11.014 · Cited by 50 · see citing works
A State Representation for Reinforcement Learning and Decision-Making in the Orbitofrontal Cortex
Schuck, N. W., Wilson, R., & Niv, Y. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-812098-9.00012-7 · Cited by 61 · see citing works
Monosov, I. E., & Rushworth, M. F. S. (2021) · Neuropsychopharmacology · doi:10.1038/s41386-021-01079-2 · Cited by 48 · see citing works
Curriculum learning for human compositional generalization
Dekker, R., Otto, F., & Summerfield, C. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2205582119 · Cited by 56 · see citing works
- Authors
- Passingham, R. E., & Wise, S. P.
- Venue
- Oxford University Press eBooks
- Publisher
- Oxford University Press
- Published
- 2012-07-12
- OpenAlex
- W4253401278
- Cited by
- 379
- References
- 0
- Citations by year
- 2026: 17 · 2025: 25 · 2024: 18 · 2023: 43 · 2022: 27 · 2021: 40 · 2020: 26 · 2019: 31 · 2018: 29 · 2017: 27 · 2016: 39 · 2015: 25 · 2014: 16 · 2013: 12 · 2012: 4
- FWCI
- 10.86
- Type
- book
- Language
- en
- Open access
- closed
- Locations
- Oxford University Press eBooks (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurotransmitter Receptor Influence on Behavior
- Social Sciences › Psychology › Social Psychology › Primate Behavior and Ecology
- Keywords
- prefrontal cortex, primate evolution, foraging behavior, error reduction, goal generation, attentional control, reinforcement learning, cognitive control, food shortages, evolutionary neurobiology
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review