MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541125151 A) filed by B V Raju Institute Of Technology, Narsapur, Telangana, on Dec. 11, 2025, for 'neuro-quantum verification: a hallucination-proof vision transformer for schizophrenia biomarker detection using spectral-temporal eeg imaging.'
Inventor(s) include Dr. Srikanth Cherukuvada; Nasika Vinay Sai Kalyan; Kasa Delhi Babu; Mohammed Shahid Khan; Erukulla Sai; and Badala Sohan Reddy.
The application for the patent was published on Jan. 2, under issue no. 01/2026.
According to the abstract released by the Intellectual Property India: "The invention discloses a Neuro-Quantum Verification framework for hallucination-proof schizophrenia biomarker detection using spectral-temporal EEG imaging. The system embeds reversible neuro-quantum consistency overlays into the transformer's feature pipeline to suppress unstable activations and prevent hallucinated feature generation. A Dynamic Verification Engine adapts verification parameters based on signal quality, artifact levels, cognitive state variability, and the estimated likelihood of spurious activations. A reversible reconstruction module at the classifier stage removes the overlay using predefined verification signatures, enabling recovery of stable spectral-temporal EEG features without relying on external calibration or auxiliary validation models. The invention provides reliable biomarker detection with minimal computational overhead, offering an alternative to conventional post-hoc stabilization and artifact-handling methods in EEG-based diagnostic systems."
Disclaimer: Curated by HT Syndication.
