MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611059756 A) filed by Indian Institute Of Technology Banaras Hindu University, Varanasi on May 11, 2026, for An Intelligent System For Electroencephalogram Based Multi- Neurological Disorder Classification.
Inventors include Rajeev Srivastava; and Shraddha Jain.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: ABSTRACT AN INTELLIGENT SYSTEM FOR ELECTROENCEPHALOGRAM BASED MULTI-NEUROLOGICAL DISORDER CLASSIFICATION The present invention provides an intelligent system for electroencephalogram based multi- neurological disorder classification comprises a signal acquisition unit (1) configured to acquire a plurality of electroencephalogram based signals from a memory unit (4), a data acquisition and interface unit (2) configured to perform a set of operations to obtain a set of processed signals and said processed signals are transmitted to a processing unit (3). The processing unit (3) configured to receive the processed signals and obtains a structured epochs data for analysis, a set of hierarchical spatial and temporal representations is extracted from said structured epochs, an intermediate transformer features is obtained by integrating a set of hierarchical spatial and temporal representations, said intermediate transformer features is integrated to enable multi-scale feature fusion, and to dynamically assign a set of weights to said intermediate transformer features, and said intermediate transformer features is fused to classify the neurological disorder. Figure 2 on sheet no. 2 of the drawings may accompany the abstract when published.
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