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A MATLAB toolbox for Granger causal connectivity analysis
- A. Seth
- Computer ScienceJournal of Neuroscience Methods
- 15 February 2010
Interoceptive inference, emotion, and the embodied self
- A. Seth
- PsychologyTrends in Cognitive Sciences
- 1 November 2013
The MVGC multivariate Granger causality toolbox: A new approach to Granger-causal inference
Knowing your own heart: Distinguishing interoceptive accuracy from interoceptive awareness
Granger causality and transfer entropy are equivalent for Gaussian variables.
It is shown that for Gaussian variables, Granger causality and transfer entropy are entirely equivalent, thus bridging autoregressive and information-theoretic approaches to data-driven causal inference.
An Interoceptive Predictive Coding Model of Conscious Presence
This model integrates a broad range of previously disparate evidence, makes predictions for conjoint manipulations of agency and presence, offers a new view of emotion as interoceptive inference, and represents a step toward a mechanistic account of a fundamental phenomenological property of consciousness.
Wiener–Granger Causality: A well established methodology
Multisensory integration across exteroceptive and interoceptive domains modulates self-experience in the rubber-hand illusion
Practical Measures of Integrated Information for Time-Series Data
Two new measures are described, ΦE and ΦAR, that overcome limitations and are easy to apply to time-series data and carry implications for relations between integrated information, consciousness, and other neurocognitive processes.
Complexity of Multi-Dimensional Spontaneous EEG Decreases during Propofol Induced General Anaesthesia
There is a robustly measurable decrease in the complexity of spontaneous EEG during general anaesthesia, and three distinct measures are considered which capture distinct ‘flavours’ of complexity.