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- Publications
- Influence
A MATLAB toolbox for Granger causal connectivity analysis
- A. Seth
- Computer Science, Medicine
- Journal of Neuroscience Methods
- 15 February 2010
TLDR
The MVGC multivariate Granger causality toolbox: A new approach to Granger-causal inference
- L. Barnett, A. Seth
- Computer Science, Medicine
- Journal of Neuroscience Methods
- 15 February 2014
TLDR
Interoceptive inference, emotion, and the embodied self
- A. Seth
- Psychology, Medicine
- Trends in Cognitive Sciences
- 1 November 2013
The concept of the brain as a prediction machine has enjoyed a resurgence in the context of the Bayesian brain and predictive coding approaches within cognitive science. To date, this perspective has… Expand
Knowing your own heart: Distinguishing interoceptive accuracy from interoceptive awareness
- S. Garfinkel, A. Seth, A. Barrett, K. Suzuki, H. Critchley
- Psychology, Medicine
- Biological Psychology
- 2015
Interoception refers to the sensing of internal bodily changes. Interoception interacts with cognition and emotion, making measurement of individual differences in interoceptive ability broadly… Expand
An Interoceptive Predictive Coding Model of Conscious Presence
- A. Seth, K. Suzuki, H. Critchley
- Psychology, Medicine
- Front. Psychology
- 5 December 2011
We describe a theoretical model of the neurocognitive mechanisms underlying conscious presence and its disturbances. The model is based on interoceptive prediction error and is informed by predictive… Expand
Granger causality and transfer entropy are equivalent for Gaussian variables.
- L. Barnett, A. Barrett, A. Seth
- Mathematics, Medicine
- Physical review letters
- 23 October 2009
Granger causality is a statistical notion of causal influence based on prediction via vector autoregression. Developed originally in the field of econometrics, it has since found application in a… Expand
Wiener–Granger Causality: A well established methodology
- S. Bressler, A. Seth
- Computer Science, Medicine
- NeuroImage
- 15 September 2011
TLDR
Multisensory integration across exteroceptive and interoceptive domains modulates self-experience in the rubber-hand illusion
- K. Suzuki, S. Garfinkel, H. Critchley, A. Seth
- Psychology, Medicine
- Neuropsychologia
- 1 November 2013
Identifying with a body is central to being a conscious self. The now classic "rubber hand illusion" demonstrates that the experience of body-ownership can be modulated by manipulating the timing of… Expand
Granger Causality Analysis in Neuroscience and Neuroimaging
- A. Seth, A. Barrett, L. Barnett
- Psychology, Medicine
- The Journal of Neuroscience
- 25 February 2015
### Introduction
A key challenge in neuroscience and, in particular, neuroimaging, is to move beyond identification of regional activations toward the characterization of functional circuits… Expand
Partial Granger causality—Eliminating exogenous inputs and latent variables
- S. Guo, A. Seth, K. Kendrick, C. Zhou, Jianfeng Feng
- Mathematics, Medicine
- Journal of Neuroscience Methods
- 15 July 2008
Attempts to identify causal interactions in multivariable biological time series (e.g., gene data, protein data, physiological data) can be undermined by the confounding influence of environmental… Expand
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