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Rufin Vanrullen

5 papers in the library · 252 citations · publishing 2016-2023

Papers

Rhythmic Influence of Top–Down Perceptual Priors in the Phase of Prestimulus Occipital Alpha Oscillations

Journal of Cognitive Neuroscience April 15, 2016 Maxine T. Sherman, Ryota Kanai, Anil K. Seth et al. 134 citations

Spontaneous alpha-band neural oscillations in the brain periodically transmit prior expectations to the visual cortex, biasing both objective decisions and subjective confidence before a stimulus appears. In a detection task with scalp EEG, prestimulus occipital alpha phase predicted the weighting of expectations on yes/no decisions and on confidence judgments, independent of attention. These findings suggest that alpha oscillations change the baseline from which evidence accumulation begins, shaping early visual processing and informing how expectations influence perception at the neural level.

DMT alters cortical travelling waves.

Elife October 12, 2020 Andrea Alamia, Christopher Timmermann, David J Nutt et al. 86 citations

The psychedelic drug DMT rapidly induces a highly immersive state of consciousness with vivid visual imagery. In a study of participants who received DMT or placebo (saline) while keeping their eyes closed, brain electrical activity showed a pattern of cortical travelling waves similar to that normally seen during visual stimulation. The typical alpha-brainwave rhythms of eyes-closed rest were significantly reduced, while forward-directed waves from lower to higher brain regions increased. These findings support the idea that psychedelics reduce the brain's reliance on prior expectations, shifting the balance from top-down to bottom-up information processing, which may be a key mechanism underlying altered states of consciousness.

DMT alters cortical travelling waves

bioRxiv (Cold Spring Harbor Laboratory) May 8, 2020 Andrea Alamia, Christopher Timmermann, Rufin Vanrullen et al. 25 citations preprint

The psychedelic drug DMT rapidly induces an immersive conscious state with vivid visual imagery. EEG recordings showed that DMT alters cortical traveling waves: the typical alpha-band backward wave of eyes-closed rest decreased, while a forward wave similar to that seen during visual stimulation increased. This supports a model where psychedelics reduce the precision-weighting of prior expectations, shifting the balance from top-down to bottom-up information flow. The findings suggest that backward traveling waves are correlates of precision weighting and that reduced backward and increased forward waves are a mechanistic principle of psychedelic-induced altered states.

Consciousness in Artificial Intelligence: Insights from the Science of Consciousness

arXiv Preprint Archive August 17, 2023 Patrick Butlin, Robert Long, Eric Elmoznino et al.

No current AI systems are conscious, but there are no obvious technical barriers to building ones that might be, according to an analysis grounded in neuroscientific theories of consciousness. The report surveys prominent theories—recurrent processing, global workspace, higher-order, predictive processing, and attention schema—and derives computational indicator properties from them. Applying these indicators to recent AI systems yields no evidence of consciousness, but the authors argue that future systems could potentially implement the necessary properties.