Suriya Prakash Muthukrishnan

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Pre-movement EEG microstates reflect intended lifted load of volitional movement.
Frontiers Comput. Neurosci.
Rohit Kumar Yadav, Sutirtha Ghosh, Lalan Kumar, Shubhendu Bhasin, Sitikantha Roy, Ratna Sharma, Suriya Prakash Muthukrishnan
2025 J jnl
PiMAN: A Physics-informed Motion Prediction Network using sEMG signal features for human movement parameters.
Neurocomputing
Rajnish Kumar, Anand Gupta, Suriya Prakash Muthukrishnan, Lalan Kumar, Sitikantha Roy
2024 J jnl
BiCurNet: Premovement EEG-Based Neural Decoder for Biceps Curl Trajectory Estimation.
IEEE Trans. Instrum. Meas.
Manali Saini, Anant Jain, Suriya Prakash Muthukrishnan, Shubhendu Bhasin, Sitikantha Roy, Lalan Kumar
2024 J jnl
NeuroAiR: Deep Learning Framework for Airwriting Recognition From Scalp-Recorded Neural Signals.
IEEE Trans. Instrum. Meas.
Ayush Tripathi, Aryan Gupta, Prathosh A. P., Suriya Prakash Muthukrishnan, Lalan Kumar
2024 J jnl
sEMG-Driven Physics-Informed Gated Recurrent Networks for Modeling Upper Limb Multi-Joint Movement Dynamics.
CoRR
Rajnish Kumar, Anand Gupta, Suriya Prakash Muthukrishnan, Lalan Kumar, Sitikantha Roy
2023 J jnl
Adaptive Gravity Compensation Control of a Cable-Driven Upper-Arm Soft Exosuit.
CoRR
Joyjit Mukherjee, Ankit Chatterjee, Shreeshan Jena, Nitesh Kumar, Suriya Prakash Muthukrishnan, Sitikantha Roy, Shubhendu Bhasin
2023 J jnl
BiCurNet: Pre-Movement EEG based Neural Decoder for Biceps Curl Trajectory Estimation.
CoRR
Manali Saini, Anant Jain, Lalan Kumar, Suriya Prakash Muthukrishnan, Shubhendu Bhasin, Sitikantha Roy
2023 J jnl
Modeling and parametric optimization of 3D tendon-sheath actuator system for upper limb soft exosuit.
CoRR
Amit Yadav, Nitesh Kumar, Shaurya Surana, Lalan Kumar, Suriya Prakash Muthukrishnan, Shubhendu Bhasin, Sitikantha Roy
2023 J jnl
NeuroAiR: Deep Learning Framework for Airwriting Recognition from Scalp-recorded Neural Signals.
CoRR
Ayush Tripathi, Aryan Gupta, A. P. Prathosh, Suriya Prakash Muthukrishnan, Lalan Kumar
2023 J jnl
Predicting Multi-Joint Kinematics of the Upper Limb from EMG Signals Across Varied Loads with a Physics-Informed Neural Network.
CoRR
Rajnish Kumar, Suriya Prakash Muthukrishnan, Lalan Kumar, Sitikantha Roy
2023 J jnl
SurfMyoAiR: A Surface Electromyography-Based Framework for Airwriting Recognition.
IEEE Trans. Instrum. Meas.
Ayush Tripathi, A. P. Prathosh, Suriya Prakash Muthukrishnan, Lalan Kumar
2023 J jnl
TripCEAiR: A multi-loss minimization approach for surface EMG based airwriting recognition.
Biomed. Signal Process. Control.
Ayush Tripathi, Prathosh A. P., Suriya Prakash Muthukrishnan, Lalan Kumar
2022 J jnl
An Integrated Dynamic Closed Loop Simulation Platform for Elbow Flexion Augmentation Using an Upper Limb Exosuit Model.
Frontiers Robotics AI
Ratna Sambhav, Shreeshan Jena, Ankit Chatterjee, Shubhendu Bhasin, Sushma Santapuri, Lalan Kumar, Suriya Prakash Muthukrishnan, Sitikantha Roy
2022 J jnl
Reduced Resting-State Cortical Alpha Connectivity Reflects Distinct Functional Brain Dysconnectivity in Alzheimer's Disease and Mild Cognitive Impairment.
Brain Connect.
John Preetham Gurja, Suriya Prakash Muthukrishnan, Manjari Tripathi, Ratna Sharma
2022 J jnl
SurfMyoAiR: A surface Electromyography based framework for Airwriting Recognition.
CoRR
Ayush Tripathi, Lalan Kumar, Prathosh A. P., Suriya Prakash Muthukrishnan
2022 J jnl
TripCEAiR: A Multi-Loss minimization approach for surface EMG based Airwriting Recognition.
CoRR
Ayush Tripathi, Lalan Kumar, Prathosh AP, Suriya Prakash Muthukrishnan