Computational psychiatry: from synapses to sentience

K Friston - Molecular psychiatry, 2023 - nature.com
This review considers computational psychiatry from a particular viewpoint: namely, a
commitment to explaining psychopathology in terms of pathophysiology. It rests on the …

[HTML][HTML] Path integrals, particular kinds, and strange things

K Friston, L Da Costa, DAR Sakthivadivel, C Heins… - Physics of Life …, 2023 - Elsevier
This paper describes a path integral formulation of the free energy principle. The ensuing
account expresses the paths or trajectories that a particle takes as it evolves over time. The …

Vanilla PP for philosophers: A primer on predictive processing

W Wiese, T Metzinger - 2017 - philpapers.org
The goal of this short chapter, aimed at philosophers, is to provide an overview and brief
explanation of some central concepts involved in predictive processing (PP). Even those …

Am I self-conscious?(Or does self-organization entail self-consciousness?)

K Friston - Frontiers in psychology, 2018 - frontiersin.org
Is self-consciousness necessary for consciousness? The answer is yes. So there you have it—
the answer is yes. This was my response to a question I was asked to address in a recent …

Learning action-oriented models through active inference

A Tschantz, AK Seth, CL Buckley - PLoS computational biology, 2020 - journals.plos.org
Converging theories suggest that organisms learn and exploit probabilistic models of their
environment. However, it remains unclear how such models can be learned in practice. The …

Why is virtual reality interesting for philosophers?

TK Metzinger - Frontiers in Robotics and AI, 2018 - frontiersin.org
This article explores promising points of contact between philosophy and the expanding
field of virtual reality research. Aiming at an interdisciplinary audience, it proposes a series …

Simulating homeostatic, allostatic and goal-directed forms of interoceptive control using active inference

A Tschantz, L Barca, D Maisto, CL Buckley, AK Seth… - Biological …, 2022 - Elsevier
The adaptive regulation of bodily and interoceptive parameters, such as body temperature,
thirst and hunger is a central problem for any biological organism. Here, we present a series …

Interoceptive inference: From computational neuroscience to clinic

AP Owens, M Allen, S Ondobaka, KJ Friston - … & Biobehavioral Reviews, 2018 - Elsevier
The central and autonomic nervous systems can be defined by their anatomical, functional
and neurochemical characteristics, but neither functions in isolation. For example …

From allostatic agents to counterfactual cognisers: active inference, biological regulation, and the origins of cognition

AW Corcoran, G Pezzulo, J Hohwy - Biology & Philosophy, 2020 - Springer
What is the function of cognition? On one influential account, cognition evolved to co-
ordinate behaviour with environmental change or complexity (Godfrey-Smith in Complexity …

The importance of sensory processing in mental health: a proposed addition to the research domain criteria (RDoC) and suggestions for RDoC 2.0

LA Harrison, A Kats, ME Williams… - Frontiers in …, 2019 - frontiersin.org
The time is ripe to integrate burgeoning evidence of the important role of sensory and motor
functioning in mental health within the National Institute of Mental Health's [NIMH] Research …