Auto-encoder and bidirectional long short-term memory based automated arrhythmia classification for ECG signal. - M. Ramkumar 001; R. Sarath Kumar; A. Manjunathan; M. Mathankumar; Jenopaul Pauliah (Biomed. Signal Process. Control., 2022)

Enhanced Elman Spike Neural Network fostered intrusion detection framework for securing wireless sensor network. - R. Sarath Kumar; P. Sampath; M. Ramkumar 001 (Peer Peer Netw. Appl., 2023)

Brain tumor segmentation and survival time prediction using graph momentum fully convolutional network with modified Elman spike neural network. - M. Ramkumar 001; R. Sarath Kumar; R. Padmapriya; S. Karthick (Int. J. Imaging Syst. Technol., 2024)

Cluster based hybrid optimization and kronecker gradient factored approximate optimum path curvature network for energy efficiency routing in WSN. - S. Syed Jamaesha; R. Sarath Kumar; M. S. Gowtham (Peer Peer Netw. Appl., 2024)