Cortical mechanisms of action selection: the affordance competition hypothesis

At every moment, the natural world presents animals with two fundamental pragmatic problems: selection between actions that are currently possible and specification of the parameters or metrics of those actions. It is commonly suggested that the brain addresses these by first constructing representations of the world on which to build knowledge and make a decision, and then by computing and executing an action plan. However, neurophysiological data argue against this serial viewpoint. In contrast, it is proposed here that the brain processes sensory information to specify, in parallel, several potential actions that are currently available. These potential actions compete against each other for further processing, while information is collected to bias this competition until a single response is selected. The hypothesis suggests that the dorsal visual system specifies actions which compete against each other within the fronto-parietal cortex, while a variety of biasing influences are provided by prefrontal regions and the basal ganglia. A computational model is described, which illustrates how this competition may take place in the cerebral cortex. Simulations of the model capture qualitative features of neurophysiological data and reproduce various behavioural phenomena.

[1]  E. Reed The Ecological Approach to Visual Perception , 1989 .

[2]  Hansjörg Scherberger,et al.  Context-Specific Grasp Movement Representation in the Macaque Anterior Intraparietal Area , 2009, The Journal of Neuroscience.

[3]  P. Maclean,et al.  A triune concept of the brain and behaviour . Including Psychology of memory and Sleep and dreaming : papers presented at Queen's University, Kingston, Ontario, February 1969 , 1973 .

[4]  L. Optican,et al.  Role of inferior temporal neurons in visual memory. I. Temporal encoding of information about visual images, recalled images, and behavioral context. , 1992, Journal of neurophysiology.

[5]  S. Treue Neural correlates of attention in primate visual cortex , 2001, Trends in Neurosciences.

[6]  F. Lacquaniti,et al.  Eye-hand coordination during reaching. I. Anatomical relationships between parietal and frontal cortex. , 2001, Cerebral cortex.

[7]  R. Passingham,et al.  The prefrontal cortex: response selection or maintenance within working memory? , 2000, 5th IEEE EMBS International Summer School on Biomedical Imaging, 2002..

[8]  P. Johnson-Laird The computer and the mind: an introduction to cognitive science , 1988 .

[9]  Thomas E. Hazy,et al.  Towards an executive without a homunculus: computational models of the prefrontal cortex/basal ganglia system , 2007, Philosophical Transactions of the Royal Society B: Biological Sciences.

[10]  S. Morris,et al.  Head and backbone of the Early Cambrian vertebrate Haikouichthys , 2003, Nature.

[11]  Keiji Tanaka,et al.  Coding visual images of objects in the inferotemporal cortex of the macaque monkey. , 1991, Journal of neurophysiology.

[12]  G. E. Alexander,et al.  Neuron Activity Related to Short-Term Memory , 1971, Science.

[13]  J. Mink THE BASAL GANGLIA: FOCUSED SELECTION AND INHIBITION OF COMPETING MOTOR PROGRAMS , 1996, Progress in Neurobiology.

[14]  P. Glimcher,et al.  Responses of intraparietal neurons to saccadic targets and visual distractors. , 1997, Journal of neurophysiology.

[15]  D. Ballard,et al.  Memory Representations in Natural Tasks , 1995, Journal of Cognitive Neuroscience.

[16]  Paul B. Johnson,et al.  Premotor and parietal cortex: corticocortical connectivity and combinatorial computations. , 1997, Annual review of neuroscience.

[17]  A. Reiner,et al.  Do birds possess homologues of mammalian primary visual, somatosensory and motor cortices? , 2000, Trends in Neurosciences.

[18]  B A J Reddi,et al.  Accuracy, information, and response time in a saccadic decision task. , 2003, Journal of neurophysiology.

[19]  James K. Kroger,et al.  Cross-modal and cross-temporal association in neurons of frontal cortex , 2000, Nature.

[20]  A. Glenberg,et al.  What memory is for: Creating meaning in the service of action , 1997, Behavioral and Brain Sciences.

[21]  M. Gallagher Psychology and neurobiology: memory and brain. , 1987, Science.

[22]  M. A. Steinmetz,et al.  Neuronal responses in area 7a to multiple stimulus displays: II. responses are suppressed at the cued location. , 2001, Cerebral cortex.

[23]  Steven W. Keele,et al.  Movement control in skilled motor performance. , 1968 .

[24]  Peter Redgrave,et al.  Layered Control Architectures in Robots and Vertebrates , 1999, Adapt. Behav..

[25]  G. E. Alexander,et al.  Preparation for movement: neural representations of intended direction in three motor areas of the monkey. , 1990, Journal of neurophysiology.

[26]  Xiao-Jing Wang,et al.  Probabilistic Decision Making by Slow Reverberation in Cortical Circuits , 2002, Neuron.

[27]  J. Tanji,et al.  Neuronal activity in the primate prefrontal cortex in the process of motor selection based on two behavioral rules. , 2000, Journal of neurophysiology.

[28]  M. Paré,et al.  Temporal processing of saccade targets in parietal cortex area LIP during visual search. , 2007, Journal of neurophysiology.

[29]  Jelliffe,et al.  Matter and Memory , 1896 .

[30]  Bijan Pesaran,et al.  Free choice activates a decision circuit between frontal and parietal cortex , 2008, Nature.

[31]  G. Miller,et al.  Plans and the structure of behavior , 1960 .

[32]  Ivan Toni,et al.  Contrasting the Dorsal and Ventral Visual Systems: Guidance of Movement versus Decision Making , 2001, NeuroImage.

[33]  P. Glimcher Making choices: the neurophysiology of visual-saccadic decision making , 2001, Trends in Neurosciences.

[34]  G. Boynton Attention and visual perception , 2005, Current Opinion in Neurobiology.

[35]  S. Grossberg,et al.  A Cortico-Spinal Model of Reaching and Proprioception under Multiple Task Constraints , 1998, Journal of Cognitive Neuroscience.

[36]  R. Desimone,et al.  Stimulus-selective properties of inferior temporal neurons in the macaque , 1984, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[37]  S. Wise,et al.  Rule-dependent neuronal activity in the prefrontal cortex , 1999, Experimental Brain Research.

[38]  Christopher A. Buneo,et al.  Direct visuomotor transformations for reaching , 2002, Nature.

[39]  G. Rizzolatti,et al.  The Cortical Motor System , 2001, Neuron.

[40]  Refractor Vision , 2000, The Lancet.

[41]  J. Townsend,et al.  Multialternative Decision Field Theory: A Dynamic Connectionist Model of Decision Making , 2001 .

[42]  W. Hodos,et al.  Comparative Vertebrate Neuroanatomy: Evolution and Adaptation , 2005 .

[43]  G E Alexander,et al.  Neural representations of the target (goal) of visually guided arm movements in three motor areas of the monkey. , 1990, Journal of neurophysiology.

[44]  S. Grossberg Contour Enhancement , Short Term Memory , and Constancies in Reverberating Neural Networks , 1973 .

[45]  Vincent P. M. A. Valton Neural Population Codes in Multi-Dimension , 2009 .

[46]  Michael A. Arbib,et al.  Modeling parietal-premotor interactions in primate control of grasping , 1998, Neural Networks.

[47]  G. Miller,et al.  Plans and the structure of behavior , 1960 .

[48]  S P Wise,et al.  A neurophysiological comparison of three distinct regions of the primate frontal lobe. , 1991, Brain : a journal of neurology.

[49]  R. Andersen,et al.  Change in motor plan, without a change in the spatial locus of attention, modulates activity in posterior parietal cortex. , 1998, Journal of neurophysiology.

[50]  J. Hollerman,et al.  Reward processing in primate orbitofrontal cortex and basal ganglia. , 2000, Cerebral cortex.

[51]  Jean Piaget,et al.  Biologie et connaissance : essai sur les relations entre les régulations organiques et les processus cognitifs , 1992 .

[52]  M. Roesch,et al.  Neuronal Activity Related to Reward Value and Motivation in Primate Frontal Cortex , 2004, Science.

[53]  E. G. Jones,et al.  Intracortical connectivity of architectonic fields in the somatic sensory, motor and parietal cortex of monkeys , 1978, The Journal of comparative neurology.

[54]  J. Gold,et al.  Neural computations that underlie decisions about sensory stimuli , 2001, Trends in Cognitive Sciences.

[55]  A. Seth The ecology of action selection: insights from artificial life , 2007, Philosophical Transactions of the Royal Society B: Biological Sciences.

[56]  J. Kalaska,et al.  Neural Correlates of Reaching Decisions in Dorsal Premotor Cortex: Specification of Multiple Direction Choices and Final Selection of Action , 2005, Neuron.

[57]  G. E. Alexander,et al.  Functional architecture of basal ganglia circuits: neural substrates of parallel processing , 1990, Trends in Neurosciences.

[58]  A. Clark Being There: Putting Brain, Body, and World Together Again , 1996 .

[59]  Paul Cisek,et al.  Neural representations of motor plans, desired trajectories, and controlled objects , 2005, Cognitive Processing.

[60]  A. Leventhal,et al.  Signal timing across the macaque visual system. , 1998, Journal of neurophysiology.

[61]  H. Sakata,et al.  From Three-Dimensional Space Vision to Prehensile Hand Movements: The Lateral Intraparietal Area Links the Area V3A and the Anterior Intraparietal Area in Macaques , 2001, The Journal of Neuroscience.

[62]  Leslie G. Ungerleider Two cortical visual systems , 1982 .

[63]  J. Kalaska,et al.  A comparison of movement direction-related versus load direction- related activity in primate motor cortex, using a two-dimensional reaching task , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[64]  D. Pandya,et al.  Cortico-cortical connections in the rhesus monkey. , 1969, Brain research.

[65]  Jon H Kaas,et al.  Evolution of the neocortex , 2006, Current Biology.

[66]  R. Andersen,et al.  Intention-related activity in the posterior parietal cortex: a review , 2000, Vision Research.

[67]  R. Raff,et al.  Resynthesizing evolutionary and developmental biology. , 1996, Developmental biology.

[68]  N. Wetherick The Computer and the Mind: An Introduction to Cognitive Science. By Philip N. Johnson‐Laird. Pp. 444. (Harvard University Press, 1988.) £23.50. (Also available from Fontana (1988), £6.95.) , 1988 .

[69]  M. Petrides The role of the mid-dorsolateral prefrontal cortex in working memory , 2000, Experimental Brain Research.

[70]  D. Knill,et al.  The Bayesian brain: the role of uncertainty in neural coding and computation , 2004, Trends in Neurosciences.

[71]  A. Noë,et al.  A sensorimotor account of vision and visual consciousness. , 2001, The Behavioral and brain sciences.

[72]  W. Newsome,et al.  Matching Behavior and the Representation of Value in the Parietal Cortex , 2004, Science.

[73]  M. Goldberg,et al.  Neuronal Activity in the Lateral Intraparietal Area and Spatial Attention , 2003, Science.

[74]  M. Merleau-Ponty Phénoménologie de la perception , 1950 .

[75]  Mitsuo Nakamura,et al.  Neural systems for behavioral activation and reward , 1999, Current Opinion in Neurobiology.

[76]  P. Glimcher,et al.  Activity in Posterior Parietal Cortex Is Correlated with the Relative Subjective Desirability of Action , 2004, Neuron.

[77]  G. Rizzolatti,et al.  Visuomotor neurons: ambiguity of the discharge or 'motor' perception? , 2000, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[78]  Keiji Tanaka,et al.  Connections between Anterior Inferotemporal Cortex and Superior Temporal Sulcus Regions in the Macaque Monkey , 2000, The Journal of Neuroscience.

[79]  M Favilla,et al.  Reaching movements: concurrency of continuous and discrete programming , 1997, Neuroreport.

[80]  V. McKusick,et al.  I. Mechanisms , 1957 .

[81]  Nicholas D Holland,et al.  Chordate origins of the vertebrate central nervous system , 1999, Current Opinion in Neurobiology.

[82]  Takashi R Sato,et al.  Effects of Stimulus-Response Compatibility on Neural Selection in Frontal Eye Field , 2003, Neuron.

[83]  W. Newsome,et al.  Representation of an abstract perceptual decision in macaque superior colliculus. , 2004, Journal of neurophysiology.

[84]  J. Kalaska,et al.  Prior information in motor and premotor cortex: activity during the delay period and effect on pre-movement activity. , 2000, Journal of neurophysiology.

[85]  Christos Constantinidis,et al.  The sensory nature of mnemonic representation in the primate prefrontal cortex , 2001, Nature Neuroscience.

[86]  R. Desimone,et al.  Neural mechanisms of selective visual attention. , 1995, Annual review of neuroscience.

[87]  M S Graziano,et al.  Coding the location of the arm by sight. , 2000, Science.

[88]  J. Kalaska,et al.  Deciding not to GO: neuronal correlates of response selection in a GO/NOGO task in primate premotor and parietal cortex. , 1995, Cerebral cortex.

[89]  J. Gold,et al.  Representation of a perceptual decision in developing oculomotor commands , 2000, Nature.

[90]  Jonathan D. Cohen,et al.  The physics of optimal decision making: a formal analysis of models of performance in two-alternative forced-choice tasks. , 2006, Psychological review.

[91]  W. Prinz,et al.  Relationships Between Perception and Action: Current Approaches , 1990 .

[92]  R. Ratcliff,et al.  Multialternative decision field theory: a dynamic connectionist model of decision making. , 2001, Psychological review.

[93]  Ewert Jp,et al.  Neural correlates of key stimulus and releasing mechanism : a case study and two concepts , 1997 .

[94]  R. A. Brooks,et al.  Intelligence without Representation , 1991, Artif. Intell..

[95]  Otmar Bock,et al.  The mechanisms of movement preparation: a precuing study , 2000, Behavioural Brain Research.

[96]  C. Ghez,et al.  Discrete and continuous planning of hand movements and isometric force trajectories , 1997, Experimental Brain Research.

[97]  G. Luppino,et al.  Parietofrontal Circuits for Action and Space Perception in the Macaque Monkey , 2001, NeuroImage.

[98]  B. Day,et al.  Voluntary modification of automatic arm movements evoked by motion of a visual target , 1999, Experimental Brain Research.

[99]  W. Freeman,et al.  Reclaiming cognition : the primacy of action, intention and emotion , 1999 .

[100]  S. Grossberg,et al.  Cortical networks for control of voluntary arm movements under variable force conditions. , 1998, Cerebral cortex.

[101]  P. Cisek BEYOND THE COMPUTER METAPHOR: BEHAVIOR AS INTERACTION , 1999 .

[102]  J. Kaas,et al.  The evolution of the neocortex in mammals: how is phenotypic diversity generated? , 2005, Current Opinion in Neurobiology.

[103]  Jacqueline Gottlieb,et al.  The lateral intraparietal area as a salience map: the representation of abrupt onset, stimulus motion, and task relevance , 2000, Vision Research.

[104]  P. Maclean A Triune Concept of the Brain and Behavior , 1973 .

[105]  O. Neumann Visual Attention and Action , 1990 .

[106]  James L. McClelland,et al.  The time course of perceptual choice: the leaky, competing accumulator model. , 2001, Psychological review.

[107]  M. Shadlen,et al.  A representation of the hazard rate of elapsed time in macaque area LIP , 2005, Nature Neuroscience.

[108]  M. Goodale,et al.  Separate visual pathways for perception and action , 1992, Trends in Neurosciences.

[109]  R. Andersen,et al.  Target Selection Signals for Arm Reaching in the Posterior Parietal Cortex , 2007, The Journal of Neuroscience.

[110]  J. Ewert,et al.  Neural modulation of visuomotor functions underlying prey-catching behaviour in anurans: perception, attention, motor performance, learning. , 2001, Comparative biochemistry and physiology. Part A, Molecular & integrative physiology.

[111]  H. Maturana,et al.  Autopoiesis and Cognition , 1980 .

[112]  S. Grossberg,et al.  Some physiological and biochemical consequences of psychological postulates. , 1968, Proceedings of the National Academy of Sciences of the United States of America.

[113]  The Inner Sense of Action , 2000 .

[114]  R. Andersen,et al.  Posterior Parietal Cortex Encodes Autonomously Selected Motor Plans , 2007, Neuron.

[115]  M. A. Basso,et al.  Modulation of Neuronal Activity in Superior Colliculus by Changes in Target Probability , 1998, The Journal of Neuroscience.

[116]  Nicholas Port,et al.  A Neural Network Model of Cortical Activity during Reaching , 1993, Journal of Cognitive Neuroscience.

[117]  R. Wurtz,et al.  Progression in neuronal processing for saccadic eye movements from parietal cortex area lip to superior colliculus. , 2001, Journal of neurophysiology.

[118]  James H. Moor,et al.  Knowledge and the Flow of Information. , 1982 .

[119]  F. Windels,et al.  Neuronal activity , 2006, Molecular Neurobiology.

[120]  R. Andersen,et al.  Coding of intention in the posterior parietal cortex , 1997, Nature.

[121]  E. Miller,et al.  THE PREFRONTAL CORTEX AND COGNITIVE CONTROL , 2000 .

[122]  S. Tipper,et al.  Behavioral consequences of selection from neural population codes. , 2000 .

[123]  M. Platt,et al.  Neural correlates of decisions , 2002, Current Opinion in Neurobiology.

[124]  Earl K. Miller,et al.  Selective representation of relevant information by neurons in the primate prefrontal cortex , 1998, Nature.

[125]  F. Toates The interaction of cognitive and stimulus–response processes in the control of behaviour , 1997, Neuroscience & Biobehavioral Reviews.

[126]  R. Hinde Animal behaviour : a synthesis of ethology and comparative psychology , 1968 .

[127]  O. Hikosaka,et al.  Reward-dependent spatial selectivity of anticipatory activity in monkey caudate neurons. , 2002, Journal of neurophysiology.

[128]  Paul B. Johnson,et al.  Cortical networks for visual reaching: physiological and anatomical organization of frontal and parietal lobe arm regions. , 1996, Cerebral cortex.

[129]  William P. Alston,et al.  Knowledge and the Flow of Information , 1985 .

[130]  Michael N. Shadlen,et al.  Probabilistic reasoning by neurons , 2007, Nature.

[131]  S P Tipper,et al.  Action-based mechanisms of attention. , 1998, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[132]  M. Goldberg,et al.  The representation of visual salience in monkey parietal cortex , 1998, Nature.

[133]  S. Tipper,et al.  Selective reaching: evidence for action-centered attention. , 1992, Journal of experimental psychology. Human perception and performance.

[134]  R. Andersen Encoding of intention and spatial location in the posterior parietal cortex. , 1995, Cerebral cortex.

[135]  R. Desimone Visual attention mediated by biased competition in extrastriate visual cortex. , 1998, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[136]  P. Redgrave,et al.  The basal ganglia: a vertebrate solution to the selection problem? , 1999, Neuroscience.

[137]  Martine Turgeon,et al.  Binding Through the Fovea: A Tale of Perception in the Service of Action , 1999 .

[138]  R. H. S. Carpenter,et al.  Neural computation of log likelihood in control of saccadic eye movements , 1995, Nature.

[139]  Michael J. Frank,et al.  Understanding decision-making deficits in neurological conditions: insights from models of natural action selection , 2007, Philosophical Transactions of the Royal Society B: Biological Sciences.

[140]  J F Kalaska,et al.  Cortical control of whole-arm motor tasks. , 1998, Novartis Foundation symposium.

[141]  W. T. Powers Behavior, the control of perception , 1973 .

[142]  Pat Murtagh Opposition to Oncomouse , 1993, Nature.

[143]  J C Houk,et al.  Action selection and refinement in subcortical loops through basal ganglia and cerebellum , 2007, Philosophical Transactions of the Royal Society B: Biological Sciences.

[144]  E. Miller,et al.  Top-Down Versus Bottom-Up Control of Attention in the Prefrontal and Posterior Parietal Cortices , 2007, Science.

[145]  Kim Sterelny Computational Functional Psychology: Problems and Prospects , 1989 .

[146]  G. Schöner,et al.  Dynamic Field Theory of Movement Preparation , 2022 .

[147]  L H Snyder,et al.  Saccade-related activity in the parietal reach region. , 2000, Journal of neurophysiology.

[148]  G. Aschersleben,et al.  The Theory of Event Coding (TEC): a framework for perception and action planning. , 2001, The Behavioral and brain sciences.

[149]  M. Goldberg,et al.  Space and attention in parietal cortex. , 1999, Annual review of neuroscience.

[150]  W. Ashby,et al.  Design for a brain: The origin of adaptive behaviour (2nd ed. rev.). , 1960 .

[151]  J. Tanji,et al.  Behavioral planning in the prefrontal cortex , 2001, Current Opinion in Neurobiology.

[152]  Ivan Toni,et al.  The prefrontal cortex: response selection or maintenance within working memory? , 2000, 5th IEEE EMBS International Summer School on Biomedical Imaging, 2002..

[153]  H. Damasio,et al.  Dissociation Of Working Memory from Decision Making within the Human Prefrontal Cortex , 1998, The Journal of Neuroscience.

[154]  Robert Galombos,et al.  Animal Behaviour: A Synthesis of Ethology and Comparative Psychology , 1967 .

[155]  M. Shadlen,et al.  A role for neural integrators in perceptual decision making. , 2003, Cerebral cortex.

[156]  P. Strick,et al.  Basal ganglia and cerebellar loops: motor and cognitive circuits , 2000, Brain Research Reviews.

[157]  R. Andersen,et al.  Multimodal representation of space in the posterior parietal cortex and its use in planning movements. , 1997, Annual review of neuroscience.

[158]  O. Hikosaka,et al.  Visual and Anticipatory Bias in Three Cortical Eye Fields of the Monkey during an Adaptive Decision-Making Task , 2002, The Journal of Neuroscience.

[159]  Ranulfo Romo,et al.  Flexible Control of Mutual Inhibition: A Neural Model of Two-Interval Discrimination , 2005, Science.

[160]  Garrett E. Alexander Basal ganglia , 1998 .

[161]  A. Dickson On Evolution , 1884, Science.

[162]  R. Hinde,et al.  Animal Behavior: A Synthesis of Ethology and Comparative Psychology , 1967 .

[163]  Allen Newell,et al.  Human Problem Solving. , 1973 .

[164]  L. Bianchi,et al.  Posterior parietal cortex: functional properties of neurons in area 5 during an instructed-delay reaching task within different parts of space , 2004, Experimental Brain Research.

[165]  A. Barto,et al.  Distributed motor commands in the limb premotor network , 1993, Trends in Neurosciences.

[166]  Harvey J. Karten,et al.  THE ORGANIZATION OF THE AVIAN TELENCEPHALON AND SOME SPECULATIONS ON THE PHYLOGENY OF THE AMNIOTE TELENCEPHALON * , 1969 .

[167]  E. Thelen,et al.  The dynamics of embodiment: A field theory of infant perseverative reaching , 2001, Behavioral and Brain Sciences.

[168]  P. Cisek Integrated Neural Processes for Defining Potential Actions and Deciding between Them: A Computational Model , 2006, The Journal of Neuroscience.

[169]  D. Hansel,et al.  Competition between Feedback Loops Underlies Normal and Pathological Dynamics in the Basal Ganglia , 2022 .

[170]  T. Deacon Rethinking mammalian brain evolution , 1990 .

[171]  H. Hendriks-Jansen Catching Ourselves in the Act: Situated Activity, Interactive Emergence, Evolution, and Human Thought , 1996 .

[172]  R. Harris-Warrick,et al.  The evolution of neuronal circuits underlying species-specific behavior , 1999, Current Opinion in Neurobiology.

[173]  N. P. Bichot,et al.  Perceptual and motor processing stages identified in the activity of macaque frontal eye field neurons during visual search. , 1996, Journal of neurophysiology.

[174]  Marius Usher,et al.  Extending a biologically inspired model of choice: multi-alternatives, nonlinearity and value-based multidimensional choice , 2007, Philosophical Transactions of the Royal Society B: Biological Sciences.

[175]  J. Tanji,et al.  Task-dependent selectivity of movement-related neuronal activity in the primate prefrontal cortex. , 1998, Journal of neurophysiology.

[176]  J. McIntyre,et al.  Servo Hypotheses for the Biological Control of Movement. , 1993, Journal of motor behavior.

[177]  Philip N. Johnson-Laird,et al.  The computer and the mind - An introduction to cognitive science [Book Review] , 1989, Proceedings of the IEEE.

[178]  Stephen Grossberg,et al.  How laminar frontal cortex and basal ganglia circuits interact to control planned and reactive saccades , 2004, Neural Networks.

[179]  A. Allport,et al.  Selection for action: Some behavioral and neurophysiological considerations of attention and action , 1987 .

[180]  J. Jackson,et al.  Evolution and Dissolution of the Nervous System , 1998 .

[181]  Michael L. Platt,et al.  Neural correlates of decision variables in parietal cortex , 1999, Nature.

[182]  H. Maturana,et al.  Autopoiesis and Cognition : The Realization of the Living (Boston Studies in the Philosophy of Scie , 1980 .

[183]  J. Fuster,et al.  From perception to action: temporal integrative functions of prefrontal and parietal neurons. , 1999, Cerebral cortex.

[184]  R. Romo,et al.  Neuronal Correlates of a Perceptual Decision in Ventral Premotor Cortex , 2004, Neuron.

[185]  R. Ratcliff,et al.  A comparison of macaque behavior and superior colliculus neuronal activity to predictions from models of two-choice decisions. , 2003, Journal of neurophysiology.

[186]  E. Miller,et al.  The prefontral cortex and cognitive control , 2000, Nature Reviews Neuroscience.

[187]  R. Beer Dynamical approaches to cognitive science , 2000, Trends in Cognitive Sciences.

[188]  S. Bressler,et al.  Large-scale visuomotor integration in the cerebral cortex. , 2007, Cerebral cortex.

[189]  Scott T. Grafton,et al.  Role of the posterior parietal cortex in updating reaching movements to a visual target , 1999, Nature Neuroscience.

[190]  Fred Adams,et al.  The Role of Intention in Intentional Action , 1989, Canadian Journal of Philosophy.

[191]  K. Campbell,et al.  A neural correlate of response bias in monkey caudate nucleus , 2022 .

[192]  P. Glimcher The neurobiology of visual-saccadic decision making. , 2003, Annual review of neuroscience.

[193]  J. Stein The representation of egocentric space in the posterior parietal cortex. , 1992, The Behavioral and brain sciences.

[194]  Philip L. Smith,et al.  Psychology and neurobiology of simple decisions , 2004, Trends in Neurosciences.

[195]  M. Shadlen,et al.  Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque , 1999, Nature Neuroscience.

[196]  M. A. Steinmetz,et al.  Neuronal responses in area 7a to multiple-stimulus displays: I. neurons encode the location of the salient stimulus. , 2001, Cerebral cortex.

[197]  Paul Cisek,et al.  Embodiment is all in the head , 2001, Behavioral and Brain Sciences.

[198]  A. Osman,et al.  Dimensional overlap: cognitive basis for stimulus-response compatibility--a model and taxonomy. , 1990, Psychological review.

[199]  John F. Kalaska,et al.  Faculty Opinions recommendation of Neuronal correlates of a perceptual decision in ventral premotor cortex. , 2004 .

[200]  E. Miller,et al.  From rule to response: neuronal processes in the premotor and prefrontal cortex. , 2003, Journal of neurophysiology.

[201]  W. Newsome,et al.  Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey. , 2001, Journal of neurophysiology.

[202]  S. Grossberg,et al.  Neural dynamics of planned arm movements: emergent invariants and speed-accuracy properties during trajectory formation. , 1988, Psychological review.

[203]  Michael A Paradiso,et al.  Perceptual and neuronal correspondence in primary visual cortex , 2002, Current Opinion in Neurobiology.

[204]  Richard A. Andersen,et al.  Separate body- and world-referenced representations of visual space in parietal cortex , 1998, Nature.

[205]  N. Kanwisher,et al.  Neuroimaging of cognitive functions in human parietal cortex , 2001, Current Opinion in Neurobiology.