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David J. Schwartzman

12 papers in the library · 179 citations · publishing 2017-2026

Papers

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Stroboscopic Light Stimulation in Adults Reporting Depressive Symptoms: Safety, Tolerability, Feasibility, and Active-Comparator Development in a Staged Early-Phase Study

medRxiv Preprint Server June 17, 2026 Danny Nacker, Luise Kalus, Anil K. Seth et al. preprint

Stroboscopic light stimulation (SLS) is a candidate non-pharmacological intervention that induces transient visual and affective experiences, with potential application in depression. Before efficacy testing, clinical development requires safety, tolerability and feasibility data. We report a staged, single-site programme in adults reporting depressive symptoms. Work Package (WP) 1 tested 11...

A Large-Scale Computer-Vision Mapping of the Geometric Structures of Stroboscopically-Induced Visual Hallucinations

bioRxiv (Cold Spring Harbor Laboratory) February 18, 2026 Ethan Grove, Trevor Hewitt, Anil K. Seth et al. 1 citation

Abstract Visual hallucinations (VHs) occur across psychedelic states and diverse psychiatric and neurological conditions, yet their phenomenology remains difficult to characterise. Empirical research on VHs is hindered by the lack of large-scale phenomenological datasets, which limits both mechanistic accounts and the systematic characterisation of when and how they arise. Stroboscopic light...

Mapping of Subjective Accounts into Interpreted Clusters (MOSAIC): Topic Modelling and LLM applied to Stroboscopic Phenomenology

arXiv Preprint Archive February 25, 2025 Romy Beauté, David J. Schwartzman, Guillaume Dumas et al.

Stroboscopic light stimulation (SLS) on closed eyes typically induces simple visual hallucinations (VHs), characterised by vivid, geometric and colourful patterns. A dataset of 862 sentences, extracted from 422 open subjective reports, was recently compiled as part of the Dreamachine programme (Collective Act, 2022), an immersive multisensory experience that combines SLS and spatial sound in a...

Stroboscopically induced visual hallucinations: historical, phenomenological, and neurobiological perspectives.

Neuroscience of Consciousness 2025 Trevor Hewitt, Ioanna Amaya, Romy Beauté et al.

Exposure to rapid and bright stroboscopic light has long been reported to induce vivid visual hallucinations of colour and geometric formations. This phenomenon was first documented by Purkinje over 200 years ago. Since then, significant progress has been made in understanding the effects of stroboscopic light and the experiences it induces through multiple waves of interest from the...

Modelling phenomenological differences in aetiologically distinct visual hallucinations using deep neural networks

Frontiers in Human Neuroscience January 3, 2024 Keisuke Suzuki, Anil K. Seth, David J. Schwartzman 20 citations

Visual hallucinations (VHs) are perceptions of objects or events in the absence of the sensory stimulation that would normally support such perceptions. Although all VHs share this core characteristic, there are substantial phenomenological differences between VHs that have different aetiologies, such as those arising from Neurodegenerative conditions, visual loss, or psychedelic compounds....

Extensive Phenomenological Overlap between Induced and Naturally-Occurring Synaesthetic Experiences

bioRxiv Preprint Server August 3, 2020 David J. Schwartzman, Aleš Oblak, Nicolas Rothen et al. 4 citations preprint

Grapheme-colour synaesthesia (GCS) is defined by additional perceptual experiences, which are automatically and consistently triggered by specific inducing stimuli. The associative nature of GCS has motivated attempts to induce synaesthesia by means of associative learning. Two recent studies have shown that extensive associative training can generate not only behavioural (consistency and...

Neurophenomenology of induced and natural synaesthesia.

Philosophical transactions of the Royal Society of London. Series B, Biological sciences December 9, 2019 David J. Schwartzman, Daniel Bor, Nicolas Rothen et al. 7 citations

People with synaesthesia have additional perceptual experiences, which are automatically and consistently triggered by specific inducing stimuli. Synaesthesia therefore offers a unique window into the neurocognitive mechanisms underlying conscious perception. A long-standing question in synaesthesia research is whether it is possible to artificially induce non-synaesthetic individuals to have...

Increased spontaneous EEG signal diversity during stroboscopically-induced altered states of consciousness

bioRxiv (Cold Spring Harbor Laboratory) January 4, 2019 David J. Schwartzman, Michael Schartner, Benjamin B. Ador et al. 31 citations preprint

Abstract What are the global neuronal signatures of altered states of consciousness (ASC)? Recently, increases in neural signal diversity, compared to those found in wakeful rest, have been reported during psychedelic states. Neural signal diversity has previously been identified as a robust signature of the state of consciousness, showing lower scores during sleep or anaesthesia compared to...

A Deep-Dream Virtual Reality Platform for Studying Altered Perceptual Phenomenology

Scientific Reports November 16, 2017 Keisuke Suzuki, Warrick Roseboom, David J. Schwartzman et al. 111 citations

Altered states of consciousness, such as psychotic or pharmacologically-induced hallucinations, provide a unique opportunity to examine the mechanisms underlying conscious perception. However, the phenomenological properties of these states are difficult to isolate experimentally from other, more general physiological and cognitive effects of psychoactive substances or psychopathological...

The Hallucination Machine: A Deep-Dream VR platform for Studying the Phenomenology of Visual Hallucinations

bioRxiv Preprint Server November 3, 2017 Keisuke Suzuki, Warrick Roseboom, David J. Schwartzman et al. 2 citations preprint

Altered states of consciousness, such as psychotic or pharmacologically-induced hallucinations, provide a unique opportunity to examine the mechanisms underlying conscious perception. However, the phenomenological properties of these states are difficult to isolate experimentally from other, more general physiological and cognitive effects of psychoactive substances or psychopathological...