Intellectual Property India Publishes Patent Application for A Machine Learning Inference Acceleration Apparatus For Edge Devices

MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202611076791 A) filed by Noida Institute Of Engineering & Technology on June 21, 2026, for A Machine Learning Inference Acceleration Apparatus For Edge Devices.

Inventors include Dr. Divya Mishra; and Aarushi Thusu.

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

Abstract: A machine learning inference acceleration apparatus is disclosed for edge devices requiring local execution of neural network models under energy, memory, and latency constraints. The apparatus receives input data, prepares tensor formats, interprets model metadata, selects numerical precision, schedules layer operations, executes tensor c...