Intellectual Property India Publishes Patent Application for System And Method For Loss Landscape Analysis In Over-Parameterized Neural Networks For Safety-Critical Perception

MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202621075931 A) filed by Symbiosis International Deemed University on June 17, 2026, for System And Method For Loss Landscape Analysis In Over-Parameterized Neural Networks For Safety-Critical Perception.

Inventors include Dr. Akhil Gupta; Ayush Bisen; Sai Konde; and Madhura Rewatkar.

The application for the patent was published on August 07, 2026, under issue no. 32/2026.

Abstract: ABSTRACT SYSTEM AND METHOD FOR LOSS LANDSCAPE ANALYSIS IN OVER-PARAMETERIZED NEURAL NETWORKS FOR SAFETY-CRITICAL PERCEPTION The present invention provides a system and method (100) for geometric and spectral analysis of loss landscapes in over-parameterized neural networ...