MUMBAI, India, Jan. 9 -- Intellectual Property India has published a patent application (202541133995 A) filed by Mr. M. Suresh; Mr. G. Suresh Kumar; Mr. P. Jayachandran; Mr. A. T. Barani Vijaya Kumar; Mr. K. Saravanan; Mr. M. Mohamed Nizarudeen; Mr. C. Ramachandran; Ms. M. Vaishnavi; Mrs. Subashri R; and Mrs. R. Rajavaishnavi, Tiruchirapalli, Tamil Nadu, on Dec. 31, 2025, for 'deep neural network architecture for dynamic sequential data prediction using multi-stage attention and temporal feature refinement.'

Inventor(s) include Mr. M. Suresh; Mr. G. Suresh Kumar; Mr. P. Jayachandran; Mr. A. T. Barani Vijaya Kumar; Mr. K. Saravanan; Mr. M. Mohamed Nizarudeen; Mr. C. Ramachandran; Ms. M. Vaishnavi; Mrs. Subashri R; and Mrs. R. Rajavaishnavi...