System and Method for Geometric Inference of Neurophenomenological States and Somatic Feedback

Abstract The present disclosure relates to a system and method for inferring and modulating the neurophenomenological state of a user. The invention overcomes fundamental limitations of prior art in brain-computer interfaces (BCIs), namely the "semantic gap" that precludes a holistic understanding of a user's subjective state.1 The disclosed system introduces a novel paradigm of "geometric inference of consciousness," replacing conventional signal processing with the construction and analysis of a high-dimensional geometric manifold representative of the user's state.1 The system comprises a non-invasive neuro-magnetic sensor apparatus for acquiring neural data, a processing unit configured to construct a General Reality Manifold (GRM) as a dynamic model of the user's cognitive and affective state, and a haptic feedback interface for conveying somatic information. The principal function involves calculating a state trajectory as a geodesic path on said manifold and translating its intrinsic geometric properties into meaningful, intuitive neurohaptic feedback, thereby establishing a closed-loop system for the direct perception and modulation of a user's internal state

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-23
DOI
https://doi.org/10.5281/zenodo.17183083
Primary Topic
Seismic Imaging and Inversion Techniques
Type
article
Field-Weighted Citation Impact
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article

System and Method for Geometric Inference of Neurophenomenological States and Somatic Feedback

Zenodo (CERN European Organization for Nuclear Research)
Seismic Imaging and Inversion Techniques
article

System and Method for Geometric Inference of Neurophenomenological States and Somatic Feedback

article en

Abstract

Abstract The present disclosure relates to a system and method for inferring and modulating the neurophenomenological state of a user. The invention overcomes fundamental limitations of prior art in brain-computer interfaces (BCIs), namely the "semantic gap" that precludes a holistic understanding of a user's subjective state.1 The disclosed system introduces a novel paradigm of "geometric inference of consciousness," replacing conventional signal processing with the construction and analysis of a high-dimensional geometric manifold representative of the user's state.1 The system comprises a non-invasive neuro-magnetic sensor apparatus for acquiring neural data, a processing unit configured to construct a General Reality Manifold (GRM) as a dynamic model of the user's cognitive and affective state, and a haptic feedback interface for conveying somatic information. The principal function involves calculating a state trajectory as a geodesic path on said manifold and translating its intrinsic geometric properties into meaningful, intuitive neurohaptic feedback, thereby establishing a closed-loop system for the direct perception and modulation of a user's internal state

Zenodo (CERN European Organization for Nuclear Research)
Istanbul Medipol University (TR)
Openalex Percentile: Top 44%
Seismic Imaging and Inversion Techniques
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