Emotion recognition from MIDI musical file using Enhanced Residual Gated Recurrent Unit architecture. - V. Bhuvana Kumar; M. Kathiravan (Frontiers Comput. Sci., 2023)

Automated Multi-Class Seizure-Type Classification System Using EEG Signals and Machine Learning Algorithms. - Abirami Selvaraj; Tikaram; M. Kathiravan; Yuvaraj Rajamanickam; Ramshekhar N. Menon; John Thomas; Periyamolapalayam Allimuthu Karthick; A. Amalin Prince; Jac Fredo Agastinose Ronickom (IEEE Access, 2024)

Automatic Music Generation Using Bio-Inspired Algorithm Based Deep Learning Model. - M. Kathiravan; V. Bhuvana Kumar (Int. J. Syst. Syst. Eng., 2024)

Revolutionizing animation: unleashing the power of artificial intelligence for cutting-edge visual effects in films. - Vundela Sivakrishna Reddy; M. Kathiravan; Velagalapalli Lokeswara Reddy (Soft Comput., 2024)