MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202641111650 A) filed by Saveetha Institute Of Medical And Technical Sciences on September 17, 2026, for A Neural Network Based Self Evolving Erudition Automata For Autonomous Knowledge Acquisition And Reasonning.
Inventors include Shree Smeka J; Dr. V. Sheeja Kumari; and Dr. Ramya Mohan.
The application for the patent was published on September 25, 2026, under issue no. 39/2026.
Abstract: A NEURAL NETWORK—BASED SELF-EVOLVING ERUDITION AUTOMATA FOR AUTONOMOUS KNOWLEDGE ACQUISITION AND REASONING ABSTRACT The invention relates to a neural network—based self-evolving erudition automata designed to enable autonomous knowledge acquisition, contextual reasoning, and intelligent decision-making. The system incorporates dynamic and adaptive neural network architectures capable of processing both structured and unstructured data streams. Through continuous learning mechanisms, the automata autonomously refines internal knowledge _representations based on real,time inputs and feedback signals. Reinforcement and adaptive learning techniques allow the system to optimize learning parameters without requiring manual intervention or periodic retraining. The evolved knowledge is persistently stored and updated within an internal memory framework to support long-term reasoning. Context-aware inference mechanisms enable the automata to interpret environmental and operational changes effectively. As a result, the invention provides a scalable and intelligent framework suitable for deployment across diverse autonomous and decision-driven applications.
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