Intellectual Property India Publishes Patent Application for 'A Method For Providing Multi Scale Explainability Of Deep Neural Network Model Predictions' Filed by M. Kumarasamy College Of Engineering

MUMBAI, India, May 29 -- Intellectual Property India has published a patent application (202641063427 A) filed by M. Kumarasamy College Of Engineering, Karur, Tamil Nadu, on May 19, for 'a method for providing multi scale explainability of deep neural network model predictions.'

Inventor(s) include Mrs. S. Ananthi; and T. Naveenraj.

The application for the patent was published on May 29, under issue no. 22/2026.

According to the abstract released by the Intellectual Property India: "The present invention discloses a multi-scale explainability framework that systematically reveals how deep neural networks make decisions at every layer. The core innovation lies in training interpretable surrogate models for each hidden layer, approximating...