Intellectual Property India Publishes Patent Application for A Novel Eeg-Based Multi-Class Neurological Disorder Diagnosis System Using Empa-Optimized Bi-Lstm

MUMBAI, India, Oct. 5 -- Intellectual Property India has published a patent application (202641115371 A) filed by Sri Eshwar College Of Engineering on September 24, 2026, for A Novel Eeg-Based Multi-Class Neurological Disorder Diagnosis System Using Empa-Optimized Bi-Lstm.

Inventors include G. Dency Flora; R. Preethi; C. Ganesh; and Dr. R. R. Thirrunavukkarasu.

The application for the patent was published on October 02, 2026, under issue no. 40/2026.

Abstract: Neurological illness detection using electroencephalograms (EEGs) is not an easy task due to the nature of brain signals, which are not stationary and noisy. In order to obtain the correct multi-class classification, the paper develops a hybrid deep learning framework that includes...