Friston, Karl J.

Reframing PTSD for computational psychiatry with the active inference framework

Linson, A., & Friston, K. (2019) · Cognitive Neuropsychiatry

Posttraumatic Stress Disorder ResearchEmbodied and Extended Cognition

Cited by 81

Generating meaning: active inference and the scope and limits of passive AI

Pezzulo, G., Parr, T., Cisek, P., Clark, A., & Friston, K. (2024) · Trends in Cognitive Sciences

Embodied and Extended CognitionPhilosophy and Theoretical Science

Cited by 80

Markov blankets in the brain

Hipólito, I., Ramstead, M. J. D., Convertino, L., Bhat, A., Friston, K., & Parr, T. (2021) · Neuroscience & Biobehavioral Reviews

Functional Brain Connectivity StudiesNeural dynamics and brain function

Cited by 79

The Projective Consciousness Model and Phenomenal Selfhood

Williford, K., Bennequin, D., Friston, K., & Rudrauf, D. (2018) · Frontiers in Psychology

Embodied and Extended CognitionPhilosophy and Theoretical Science

Cited by 78

Impaired prefrontal synaptic gain in people with psychosis and their relatives during the mismatch negativity

Ranlund, S., Adams, R. A., Díez, Á., Constante, M., Dutt, A., Hall, M., Maestro Carbayo, A., McDonald, C., Petrella, S., Schulze, K., et al. (2016) · Human Brain Mapping

Schizophrenia research and treatmentNeural dynamics and brain function

Cited by 77

Consistent spectral predictors for dynamic causal models of steady-state responses

Moran, R. J., Stephan, K. E., Dolan, R. J., & Friston, K. J. (2011) · NeuroImage

Neural dynamics and brain functionFunctional Brain Connectivity Studies

Cited by 75

Altered effective connectivity in sensorimotor cortices is a signature of severity and clinical course in depression

Ray, D., Bezmaternykh, D., Mel’nikov, M., Friston, K. J., & Das, M. (2021) · Proceedings of the National Academy of Sciences

Functional Brain Connectivity StudiesTranscranial Magnetic Stimulation Studies

Cited by 73

pymdp: A Python library for active inference in discrete state spaces

Heins, C., Millidge, B., Demekas, D., Klein, B., Friston, K., Couzin, I. D., & Tschantz, A. (2022) · Journal of Open Source Software

Embodied and Extended CognitionReinforcement Learning in Robotics

Cited by 70

Predictive coding and stochastic resonance as fundamental principles of auditory phantom perception.

Schilling, A., Sedley, W., Gerum, R., Metzner, C., Tziridis, K., Maier, A., Schulze, H., Zeng, F.-G., Friston, K. J., & Krauss, P. (2023) · Brain

Hearing, Cochlea, Tinnitus, GeneticsNeuroscience and Music Perception

Cited by 70

Contrast gain control and horizontal interactions in V1: A DCM study

Pinotsis, D. A., Brunet, N., Bastos, A., Bosman, C. A., Litvak, V., Fries, P., & Friston, K. J. (2014) · NeuroImage

Visual perception and processing mechanismsNeural dynamics and brain function

Cited by 68

Action-specific value signals in reward-related regions of the human brain

FitzGerald, T. H. B., Friston, K. J., & Dolan, R. J. (2012) · The Journal of Neuroscience

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 68

Free Energy and Dendritic Self-Organization

Kiebel, S. J., & Friston, K. J. (2011) · Frontiers in Systems Neuroscience

Embodied and Extended CognitionNeural dynamics and brain function

Cited by 68

Variational filtering

Friston, K. J. (2008) · NeuroImage

Target Tracking and Data Fusion in Sensor NetworksMarkov Chains and Monte Carlo Methods

Cited by 68

Deep active inference agents using Monte-Carlo methods

Fountas, Z., Sajid, N., Mediano, P. A. M., & Friston, K. (2020) · arXiv

Embodied and Extended CognitionReinforcement Learning in Robotics

Cited by 64

Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology

Stephan, K. E., Binder, E. B., Breakspear, M., Dayan, P., Johnstone, E. C., Meyer-Lindenberg, A., Schnyder, U., Wang, X.-J., Bach, D. R., Fletcher, P. C., et al. (2016) · The Lancet Psychiatry

Mental Health and PsychiatryPsychology and Mental Health

Cited by 64

A Multi-scale View of the Emergent Complexity of Life: A Free-Energy Proposal

Hesp, C., Ramstead, M., Constant, A., Badcock, P., Kirchhoff, M., & Friston, K. (2019) · Springer Proceedings in Complexity

Embodied and Extended CognitionPhilosophy of Biology and Scientific Explanation

Cited by 63

Bayesian mechanics for stationary processes

Da Costa, L., Friston, K., Heins, C., & Pavliotis, G. A. (2021) · Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences

Embodied and Extended CognitionBayesian Modeling and Causal Inference

Cited by 63

Is the free-energy principle neurocentric?

Friston, K. (2010) · Nature reviews. Neuroscience

Embodied and Extended CognitionFree Will and Agency

Cited by 63

Expectation violation and attention to pain jointly modulate neural gain in somatosensory cortex

Fardo, F., Auksztulewicz, R., Allen, M., Dietz, M. J., Roepstorff, A., & Friston, K. J. (2017) · NeuroImage

Pain Mechanisms and TreatmentsPain Management and Placebo Effect

Cited by 59

Stress and its sequelae: an active inference account of the etiological pathway from allostatic overload to depression.

Arnaldo, I., Corcoran, A. W., Friston, K. J., & Ramstead, M. J. D. (2022) · Neuroscience & Biobehavioral Reviews

Stress Responses and CortisolEmbodied and Extended Cognition

Cited by 56

Selective Prefrontal Disinhibition in a Roving Auditory Oddball Paradigm Under N-Methyl-D-Aspartate Receptor Blockade

Rosch, R. E., Auksztulewicz, R., Leung, P. D., Friston, K. J., & Baldeweg, T. (2019) · Biological Psychiatry: Cognitive Neuroscience and Neuroimaging

Schizophrenia research and treatmentNeuroscience and Neuropharmacology Research

Cited by 56

Collective behavior from surprise minimization

Heins, C., Millidge, B., Da Costa, L., Mann, R. P., Friston, K. J., & Couzin, I. D. (2024) · Proceedings of the National Academy of Sciences

Embodied and Extended CognitionDistributed Control Multi-Agent Systems

Cited by 55

The Cumulative Effects of Predictability on Synaptic Gain in the Auditory Processing Stream

Auksztulewicz, R., Barascud, N., Cooray, G., Nobre, A. C., Chait, M., & Friston, K. (2017) · The Journal of Neuroscience

Neuroscience and Music PerceptionNeural dynamics and brain function

Cited by 55

Brief Mindfulness Meditation Induces Gray Matter Changes in a Brain Hub.

Tang, R., Friston, K. J., & Tang, Y.-Y. (2020) · Neural Plasticity

Mindfulness and Compassion InterventionsFunctional Brain Connectivity Studies

Cited by 54