Reduced Resting-State Cortical Alpha Connectivity Reflects Distinct Functional Brain Dysconnectivity in Alzheimer's Disease and Mild Cognitive Impairment. - John Preetham Gurja; Suriya Prakash Muthukrishnan; Manjari Tripathi; Ratna Sharma (Brain Connect., 2022)

An Integrated Dynamic Closed Loop Simulation Platform for Elbow Flexion Augmentation Using an Upper Limb Exosuit Model. - Ratna Sambhav; Shreeshan Jena; Ankit Chatterjee; Shubhendu Bhasin; Sushma Santapuri; Lalan Kumar; Suriya Prakash Muthukrishnan; Sitikantha Roy (Frontiers Robotics AI, 2022)

BiCurNet: Pre-Movement EEG based Neural Decoder for Biceps Curl Trajectory Estimation. - Manali Saini; Anant Jain; Lalan Kumar; Suriya Prakash Muthukrishnan; Shubhendu Bhasin; Sitikantha Roy (CoRR, 2023)

Adaptive Gravity Compensation Control of a Cable-Driven Upper-Arm Soft Exosuit. - Joyjit Mukherjee; Ankit Chatterjee; Shreeshan Jena; Nitesh Kumar; Suriya Prakash Muthukrishnan; Sitikantha Roy; Shubhendu Bhasin (CoRR, 2023)

Modeling and parametric optimization of 3D tendon-sheath actuator system for upper limb soft exosuit. - Amit Yadav; Nitesh Kumar; Shaurya Surana; Lalan Kumar; Suriya Prakash Muthukrishnan; Shubhendu Bhasin; Sitikantha Roy (CoRR, 2023)

Predicting Multi-Joint Kinematics of the Upper Limb from EMG Signals Across Varied Loads with a Physics-Informed Neural Network. - Rajnish Kumar; Suriya Prakash Muthukrishnan; Lalan Kumar; Sitikantha Roy (CoRR, 2023)

SurfMyoAiR: A Surface Electromyography-Based Framework for Airwriting Recognition. - Ayush Tripathi; A. P. Prathosh; Suriya Prakash Muthukrishnan; Lalan Kumar (IEEE Trans. Instrum. Meas., 2023)

TripCEAiR: A multi-loss minimization approach for surface EMG based airwriting recognition. - Ayush Tripathi; Prathosh A. P.; Suriya Prakash Muthukrishnan; Lalan Kumar (Biomed. Signal Process. Control., 2023)

sEMG-Driven Physics-Informed Gated Recurrent Networks for Modeling Upper Limb Multi-Joint Movement Dynamics. - Rajnish Kumar; Anand Gupta; Suriya Prakash Muthukrishnan; Lalan Kumar; Sitikantha Roy (CoRR, 2024)

BiCurNet: Premovement EEG-Based Neural Decoder for Biceps Curl Trajectory Estimation. - Manali Saini; Anant Jain; Suriya Prakash Muthukrishnan; Shubhendu Bhasin; Sitikantha Roy; Lalan Kumar (IEEE Trans. Instrum. Meas., 2024)

NeuroAiR: Deep Learning Framework for Airwriting Recognition From Scalp-Recorded Neural Signals. - Ayush Tripathi; Aryan Gupta; Prathosh A. P.; Suriya Prakash Muthukrishnan; Lalan Kumar (IEEE Trans. Instrum. Meas., 2024)

PiMAN: A Physics-informed Motion Prediction Network using sEMG signal features for human movement parameters. - Rajnish Kumar; Anand Gupta; Suriya Prakash Muthukrishnan; Lalan Kumar; Sitikantha Roy (Neurocomputing, 2025)