Neural Mechanisms for Interacting with a World Full of Action Choices

The Ecological Approach to Visual Perception

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The Framing of Decisions and the Psychology of Choice

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The magical number seven, plus or minus two: Some limits on our capacity for processing information.

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Neural Mechanisms of Selective Visual Attention

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The Modularity of Mind

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THE MIRROR-NEURON SYSTEM

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Separate visual pathways for perception and action

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The information capacity of the human motor system in controlling the amplitude of movement.

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Changing ideas about others’ intentions: updating prior expectations tunes activity in the human motor system

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You cannot speak and listen at the same time: a probabilistic model of turn-taking

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Continuous track paths reveal additive evidence integration in multistep decision making

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Sense of ownership and not the sense of agency is spatially bounded within the space reachable with the unaugmented hand

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Neurostimulation and Reach-to-Grasp Function Recovery Following Acquired Brain Injury: Insight From Pre-clinical Rodent Models and Human Applications

Latchoumane, C.-F. V., Barany, D. A., Karumbaiah, L., & Singh, T. (2020) · Frontiers in Neurology · doi:10.3389/fneur.2020.00835 · Cited by 14

The Brain Evolved to Guide Action

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A lineage-related reciprocal inhibition circuitry for sensory-motor action selectionPreprint

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The integrated control of decision and movement vigor

Thura, D., Haith, A. M., Derosière, G., & Duqué, J. (2025) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2025.07.005 · Cited by 20

Studying neural circuits of decision-making in Drosophila larva

Jovanic, T. (2020) · Journal of Neurogenetics · doi:10.1080/01677063.2020.1719407 · Cited by 15

Pluralistic Attitude-Explanation and the Mechanisms of Intentional Action

Burnston, D. C. (2021) · Oxford University Press eBooks · doi:10.1093/oso/9780192844644.003.0007 · Cited by 13

Mouse Movement Trajectories as an Indicator of Cognitive Workload

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Action Selection and Motor Decision Making: Insights from Transcranial Magnetic Stimulation

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Evidence for entropy maximisation in human free choice behaviour

Rens, N., Lancia, G. L., Eluchans, M., Schwartenbeck, P., Cunnington, R., & Pezzulo, G. (2022) · Cognition · doi:10.1016/j.cognition.2022.105328 · Cited by 13

Adversarial inference: predictive minds in the attention economy

Bruineberg, J. P. (2023) · Neuroscience of Consciousness · doi:10.1093/nc/niad019 · Cited by 16

A Neural Decision Signal during Internal Sampling from Working Memory in Humans

van Ede, F., & Nobre, A. C. (2024) · Journal of Neuroscience · doi:10.1523/jneurosci.1475-23.2024 · Cited by 22

Unraveling the Differential Efficiency of Dorsal and Ventral Pathways in Visual Semantic Decoding

Huang, W., Tang, Y., Wang, S., Li, J., Cheng, K., & Yan, H. (2024) · International Journal of Neural Systems · doi:10.1142/s0129065725500091 · Cited by 13

Beyond binding: from modular to natural vision

Scholte, H. S., & de Haan, E. H. F. (2025) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2025.03.002 · Cited by 18

Dissociable habits of response preparation versus response initiation

Du, Y., & Haith, A. M. (2025) · Nature Human Behaviour · doi:10.1038/s41562-025-02215-4 · Cited by 13

Hands Ahead in Mind and Motion: Active Inference in Peripersonal Hand Space

Lohmann, J., Belardinelli, A., & Butz, M. V. (2019) · Vision · doi:10.3390/vision3020015 · Cited by 14

Neural bases of inhibitory control: Combining transcranial magnetic stimulation and magnetic resonance imaging in alcohol-use disorder patients

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What Behavioral Abilities Emerged at Key Milestones in Human Brain Evolution? 13 Hypotheses on the 600-Million-Year Phylogenetic History of Human Intelligence

Bennett, M. S. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.685853 · Cited by 13

Hyperreactivity to uncertainty is a key feature of subjective cognitive impairment

Attaallah, B., Petitet, P., Slavkova, E., Turner, V., Saleh, Y., Manohar, S., & Husain, M. (2022) · eLife · doi:10.7554/elife.75834 · Cited by 13

Transcranial magnetic stimulation and preparation of visually-guided reaching movements

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Allocation of attention for dissociated visual and motor goals

Song, J., & Bédard, P. (2013) · Experimental Brain Research · doi:10.1007/s00221-013-3426-3 · Cited by 13

The Small-World Organization of Large-Scale Brain Systems and Relationships With Subcortical Structures

Koziol, L. F., Barker, L. A., Joyce, A. W., & Hrin, S. (2014) · Applied Neuropsychology Child · doi:10.1080/21622965.2014.946803 · Cited by 13

Allocentric coding in ventral and dorsal routes during real-time reaching: Evidence from imaging-guided multi-site brain stimulation

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Comparison of abstract decision encoding in the monkey prefrontal cortex, the presupplementary, and cingulate motor areas

Merten, K., & Nieder, A. (2013) · Journal of Neurophysiology · doi:10.1152/jn.00686.2012 · Cited by 15

Cognition as Systemogenesis

Alexandrov, Y. I. (2015) · Cognitive systems monographs · doi:10.1007/978-3-319-19446-2_11 · Cited by 13

Age-dependent distractor suppression across the vision and motor domain

Mevorach, C., Spaniol, M. M., Soden, M., & Galea, J. M. (2016) · Journal of Vision · doi:10.1167/16.11.27 · Cited by 16

The Evolution of the Prefrontal Cortex in Early Primates and Anthropoids

Wise, S. P. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-804042-3.00092-0 · Cited by 13

What to Choose Next? A Paradigm for Testing Human Sequential Decision Making

Tartaglia, E. M., Clarke, A., & Herzog, M. H. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00312 · Cited by 14

Numerical cognition in action: Reaching behavior reveals numerical distance effects in 5- to 6-year-olds

Erb, C. D., Moher, J., Song, J., & Sobel, D. M. (2018) · Journal of Numerical Cognition · doi:10.5964/jnc.v4i2.122 · Cited by 13

Can Our Robots Rely on an Emotionally Charged Vision-for-Action? An Embodied Model for Neurorobotics

Ferretti, G., & Chinellato, E. (2019) · Springer series in cognitive and neural systems · doi:10.1007/978-3-030-03104-6_5 · Cited by 13

Segregation, connectivity, and gradients of deactivation in neural correlates of evidence in social decision making

Viviani, R., Dommes, L., Bosch, J. E., & Labek, K. (2020) · NeuroImage · doi:10.1016/j.neuroimage.2020.117339 · Cited by 13

An active inference approach to second-person neurosciencePreprint

Lehmann, K., Bolis, D., Ramstead, M. J. D., Friston, K. J., & Kanske, P. (2022) · doi:10.31234/osf.io/6y5ve · Cited by 13

Deficits in reaching movements under visual interference as a novel diagnostic marker for mild cognitive impairment

Ilardi, C. R., Federico, G., Marra, M. L., Amato, R., Iavarone, A., Soricelli, A., Santangelo, G., & Chieffi, S. (2025) · Scientific Reports · doi:10.1038/s41598-025-85785-7 · Cited by 12

Changes in behavioral priority influence the accessibility of working memory content

Ester, E. F., & Pytel, P. (2023) · NeuroImage · doi:10.1016/j.neuroimage.2023.120055 · Cited by 12

Emotion regulation from an action-control perspective

Bramson, B., Toni, I., & Roelofs, K. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105397 · Cited by 18

Integrating across behaviors and timescales to understand the neural control of movement

Gmaz, J. M., Keller, J. A., Dudman, J. T., & Gallego, J. Á. (2024) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2024.102843 · Cited by 14

Visual anticipation biases conscious decision making but not bottom-up visual processing

Mathews, Z., Cetnarski, R., & Verschure, P. F. M. J. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01443 · Cited by 14

Subliminal Response Priming in Mixed Reality: The Ecological Validity of a Classic Paradigm of Perception

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Multiple processes independently predict motor learning

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Analyzing Response Times and Other Types of Time-to-Event Data Using Event History Analysis: A Tool for Mental Chronometry and Cognitive Psychophysiology

Panis, S., Schmidt, F., Wolkersdorfer, M. P., & Schmidt, T. (2020) · i-Perception · doi:10.1177/2041669520978673 · Cited by 11

Active Inference and Cooperative Communication: An Ecological Alternative to the Alignment View

Tison, R., & Poirier, P. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.708780 · Cited by 16

The cognitive load of physical activity in individuals with high and low tolerance to effort: An ecological paradigm to contrast stepping on the spot and stepping through space

Carlier, M., & Delevoye, Y. (2021) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2021.102076 · Cited by 13

Connectivity from ipsilateral and contralateral dorsolateral prefrontal cortex to the active primary motor cortex during approaching-avoiding behavior

Xia, X., Wang, D., Wang, L., Li, X., Chen, R. E., Liu, Y., & Zhang, J. (2022) · Cortex · doi:10.1016/j.cortex.2022.09.010 · Cited by 12

Human memory for real-world solid objects is not predicted by responses to image displays.

Snow, J. C., Gomez, M. A., & Compton, M. T. (2023) · Journal of Experimental Psychology General · doi:10.1037/xge0001387 · Cited by 12

When ethics also matter: Influence of taste, health, and ethical attributes on food decisions traced with a novel mouse-tracking paradigm

Smeding, A., Gautheron, F., & Quinton, J. (2023) · Appetite · doi:10.1016/j.appet.2023.107006 · Cited by 12

Preys’ exploitation of predators’ fear: when the caterpillar plays the Gruffalo

Castellano, S., & Cermelli, P. (2015) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2015.1786 · Cited by 11

Decoding of auditory and tactile perceptual decisions in parietal cortex

Levine, S. M., & Schwarzbach, J. V. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.08.060 · Cited by 12

Decoding vibrotactile choice independent of stimulus order and saccade selection during sequential comparisons

Wu, Y., Velenosi, L. A., Schröder, P., Ludwig, S., & Blankenburg, F. (2018) · Human Brain Mapping · doi:10.1002/hbm.24499 · Cited by 10

An investigation of expertise in cycling: Eye tracking, Think Aloud and the influence of a competitor

Massey, H. S., Whitehead, A. E., Marchant, D., Polman, R. C. J., & Williams, E. L. (2020) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2020.101681 · Cited by 14

Embodiment and cognitive neuroscience: the forgotten tales

Raja, V. (2020) · Phenomenology and the Cognitive Sciences · doi:10.1007/s11097-020-09711-0 · Cited by 12

Dopaminergic Neurons in Parkinson’s Disease

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A neural mechanism of cognitive control for resolving conflict between abstract task rules

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Perceptual learning is specific beyond vision and decision making

Grzeczkowski, L., Cretenoud, A. F., Herzog, M. H., & Mast, F. W. (2017) · Journal of Vision · doi:10.1167/17.6.6 · Cited by 12

Contribution of transcranial magnetic stimulation in assessing parietofrontal connectivity during gesture production in healthy individuals and brain-injured patients

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Unified neural dynamics of decisions and actions in the cerebral cortex and basal gangliaPreprint

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Motor planning brings human primary somatosensory cortex into action-specific preparatory statesPreprint

Ariani, G., Pruszynski, J. A., & Diedrichsen, J. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.12.17.423254 · Cited by 12

Perceptual Decision Making

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Mechanisms and neuroanatomy of response selection in tool and non-tool action tasks: Evidence from left-hemisphere stroke

Garcea, F. E., & Buxbaum, L. J. (2022) · Cortex · doi:10.1016/j.cortex.2023.06.012 · Cited by 9

Distinct Neural Components of Visually Guided Grasping during Planning and Execution

Klein, L. K., Maiello, G., Stubbs, K. D., Proklova, D., Chen, J., Paulun, V. C., Culham, J. C., & Fleming, R. W. (2023) · Journal of Neuroscience · doi:10.1523/jneurosci.0335-23.2023 · Cited by 12

Functional Implications of the Prosomeric Brain Model

Puelles, L. (2024) · Biomolecules · doi:10.3390/biom14030331 · Cited by 11

Gaze-centered gating, reactivation, and reevaluation of economic value in orbitofrontal cortex

Ferro, D., Cash-Padgett, T. V., Wang, M. Z., Hayden, B. Y., & Moreno‐Bote, R. (2024) · Nature Communications · doi:10.1038/s41467-024-50214-2 · Cited by 13

The Relationship Between Motor Development and ADHD: A Critical Review and Future Directions

Shimko, G. A., & James, K. H. (2025) · Behavioral Sciences · doi:10.3390/bs15050576 · Cited by 17

Regional specialization of movement encoding across the primate sensorimotor cortex

Borgognon, S., Macellari, N., Hickey, A. M., Perich, M. G., Javaheri, H., Ornelas-Kobayashi, R., Delacombaz, M., Hitz, C., Fallegger, F., Lacour, S. P., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-61172-8 · Cited by 14

Motor planning in different grasping tasks by capuchin monkeys (Sapajus spp.)

Sabbatini, G., Meglio, G., & Truppa, V. (2016) · Behavioural Brain Research · doi:10.1016/j.bbr.2016.06.010 · Cited by 12

Reference frames in the decisions of hand choice

Bakker, R. S., Selen, L. P. J., & Medendorp, W. P. (2018) · Journal of Neurophysiology · doi:10.1152/jn.00738.2017 · Cited by 10

Lateral prefrontal cortex is a hub for music production from structural rules to movements

Bianco, R., Novembre, G., Ringer, H., Kohler, N., Keller, P. E., Villringer, A., & Sammler, D. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhab454 · Cited by 10

Compensative movement ameliorates reduced efficacy of rapidly-embodied decisions in humans

Kobayashi, A., & Kimura, T. (2022) · Communications Biology · doi:10.1038/s42003-022-03232-z · Cited by 11

Coordination of voice, hands and feet in rhythm and beat performance

Mårup, S. H., Møller, C. M., & Vuust, P. (2022) · Scientific Reports · doi:10.1038/s41598-022-11783-8 · Cited by 17

The eyes prefer targets nearby fixation: Quantifying eccentricity-dependent attentional biases in oculomotor selection

van Heusden, E., Olivers, C. N. L., & Donk, M. (2023) · Vision Research · doi:10.1016/j.visres.2023.108177 · Cited by 11

Probabilistic Decision Making with Spikes: From ISI Distributions to Behaviour via Information Gain

Caballero, J. A., Lepora, N. F., & GURNEY, K. N. (2015) · PLoS ONE · doi:10.1371/journal.pone.0124787 · Cited by 10

How active perception and attractor dynamics shape perceptual categorization: A computational model

Volpi, N. C., Quinton, J., & Pezzulo, G. (2014) · Neural Networks · doi:10.1016/j.neunet.2014.06.008 · Cited by 12

A behavioral task for investigating action discovery, selection and switching: comparison between types of reinforcer

Fisher, S. D., Gray, J. P., Black, M. J., Davies, J. R., Bednark, J. G., Redgrave, P., Franz, E. A., Abraham, W. C., & Reynolds, J. N. J. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00398 · Cited by 11

Reach endpoint formation during the visuomotor planning of free arm pointing

Berret, B., Bisio, A., Jacono, M., & Pozzo, T. (2014) · European Journal of Neuroscience · doi:10.1111/ejn.12721 · Cited by 11

A Neuromorphic Approach for Tracking using Dynamic Neural Fields on a Programmable Vision-chip

Martel, J., & Sandamirskaya, Y. (2016) · ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC) · doi:10.1145/2967413.2967444 · Cited by 11

Social and Communication Skills Predict Imitation Abilities in Children with Autism

So, W., Wong, M. K.-Y., & Lam, K.-Y. (2016) · Frontiers in Education · doi:10.3389/feduc.2016.00003 · Cited by 11

Action properties of object images facilitate visual search.

Gómez, M. A., & Snow, J. C. (2017) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/xhp0000390 · Cited by 11

Response-Modality-Specific Encoding of Human Choices in Upper Beta Band Oscillations during Vibrotactile Comparisons

Herding, J., Ludwig, S., & Blankenburg, F. (2017) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2017.00118 · Cited by 13

Free Will, Causality, and Neuroscience

Feltz, B., Missal, M., & Sims, A. C. (2019) · BRILL eBooks · doi:10.1163/9789004409965 · Cited by 11

Functional Modulation of Primary Motor Cortex During Action Selection

Bestmann, S. (2012) · Springer eBooks · doi:10.1007/978-3-642-32767-4_10 · Cited by 11

Oscillatory EEG signatures of postponed somatosensory decisions

Ludwig, S., Herding, J., & Blankenburg, F. (2018) · Human Brain Mapping · doi:10.1002/hbm.24198 · Cited by 10

Intensional biases in affordance perception: an explanatory issue for radical enactivism

Caiani, S. Z. (2018) · Synthese · doi:10.1007/s11229-018-02049-w · Cited by 14

Commentary: The Problem of Mental Action: Predictive Control Without Sensory Sheets

Pezzulo, G. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01291 · Cited by 11

The Value of Actions, in Time and Space.

Bufacchi, R., & Iannetti, G. (2019) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2019.01.011 · Cited by 8

Between vision and action: introduction to the special issue

Ferretti, G., & Caiani, S. Z. (2019) · Synthese · doi:10.1007/s11229-019-02518-w · Cited by 11

Implications of Optimal Feedback Control Theory for Sport Coaching and Motor Learning: A Systematic Review

van Andel, S., Pieper, R., Werner, I., Wachholz, F., Mohr, M., & Federolf, P. (2021) · Motor Control · doi:10.1123/mc.2021-0041 · Cited by 11

Graded decisions in the human brain

Xie, T., Adamek, M., Cho, H., Adamo, M. A., Ritaccio, A., Willie, J. T., Brunner, P., & Kubanek, J. (2024) · Nature Communications · doi:10.1038/s41467-024-48342-w · Cited by 11

Apraxia: From Neuroanatomical Pathways to Clinical Manifestations

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Bayesian inference by visuomotor neurons in the prefrontal cortex

Langlois, T. A., Charlton, J. A., & Goris, R. L. T. (2025) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2420815122 · Cited by 11

Attention and Other Constructs: Evolution or Revolution?

Koziol, L. F., Barker, L. A., & Jansons, L. (2015) · Applied Neuropsychology Child · doi:10.1080/21622965.2015.1005482 · Cited by 11

Large-Scale Brain Systems and Subcortical Relationships: The Vertically Organized Brain

Koziol, L. F., Barker, L. A., Joyce, A. W., & Hrin, S. (2014) · Applied Neuropsychology Child · doi:10.1080/21622965.2014.946804 · Cited by 9

The significance of consilience: psychoanalysis, attachment, neuroscience, and evolution

Hopkins, J. (2018) · Routledge eBooks · doi:10.4324/9780429478734-2 · Cited by 10

Studying the dynamics of visual search behavior using RT hazard and micro-level speed–accuracy tradeoff functions: A role for recurrent object recognition and cognitive control processes

Panis, S., Moran, R., Wolkersdorfer, M. P., & Schmidt, T. (2020) · Attention Perception & Psychophysics · doi:10.3758/s13414-019-01897-z · Cited by 10

Tool use and function knowledge shape visual object processing

Foerster, F. R., & Goslin, J. (2021) · Biological Psychology · doi:10.1016/j.biopsycho.2021.108143 · Cited by 10

Neural mechanisms of motor dysfunction in individuals at clinical high-risk for psychosis: Evidence for impairments in motor activation.

Osborne, K. J., Zhang, W., Farrens, J. L., Geiger, M., Kraus, B. T., Glazer, J. E., Nusslock, R., Kappenman, E. S., & Mittal, V. A. (2022) · Journal of Psychopathology and Clinical Science · doi:10.1037/abn0000754 · Cited by 10

A Short Route for Reach Planning between Human V6A and the Motor Cortex

Breveglieri, R., Borgomaneri, S., Diomedi, S., Tessari, A., Galletti, C., & Fattori, P. (2023) · Journal of Neuroscience · doi:10.1523/jneurosci.1609-22.2022 · Cited by 10

Deciding While Acting—Mid-Movement Decisions Are More Strongly Affected by Action Probability than Reward Amount

Ulbrich, P., & Gail, A. (2023) · eNeuro · doi:10.1523/eneuro.0240-22.2023 · Cited by 10

Dynamic modulation of subthalamic nucleus activity facilitates adaptive behavior

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A parallel framework for interactive behavior

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On the conceptual integration of ethology and neurophysiology

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Review Neuroethology of reward and decision making

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