// publications
Papers & patents.
Peer-reviewed journal articles, conference proceedings, and granted & filed patents.
// journal articles
1
Expected return causes outcome-level mode collapse in reinforcement learning and how to fix it with inverse probability scaling
A. Sinha, S. Elango, D. Liu
ICML · 2026
2
Feasibility and efficacy of virtual reality rehabilitation for upper extremity impairment in ischaemic stroke patients: a randomised controlled trial
P. N. Sylaja, S. Pr, R. Paul, et al.
BMJ Open · 2026
3
A lateralized motor network in order to understand adaptation to visuomotor rotation
S. Elango, V. S. Chakravarthy, P. K. Mutha
J. Neural Eng. · 2024
4
Feasibility and efficacy of VR rehabilitation compared with conventional physiotherapy for upper extremity impairment due to ischaemic stroke: protocol for an RCT
R. Paul, S. Elango, Sylaja, et al.
BMJ Open · 2024
5
Interaction of network and rehabilitation therapy parameters in defining recovery after stroke in a bilateral neural network
S. Elango, A. J. A. Francis, V. S. Chakravarthy
J. NeuroEng. Rehab · 2022
6
A cortico-basal ganglia model for choosing an optimal rehabilitation strategy in hemiparetic stroke
R. Narayanamurthy, S. Jayakumar, S. Elango, V. Muralidharan, V. S. Chakravarthy
Scientific Reports · 2019
// conference proceedings
1
A computational model to understand hemispheric specialization in motor control
32nd Annual Computational Neuroscience Meeting · Germany · 2023
2
A comprehensive gaming system for rehabilitation of upper extremity post stroke
IBRO World Congress of Neuroscience · Spain · 2023
3
Feasibility and efficacy of VR rehabilitation for upper extremity impairment due to ischemic stroke: a pilot RCT
Indian Federation of Neurorehabilitation · 2023
4
Automation of Fugl-Meyer assessment
13th World Stroke Congress (WSO) · 2021
5
Evaluating exploration vs exploitation for stroke rehabilitation: a computational study
Bernstein Conference · 2020
6
A cortico-basal ganglia model for choosing an optimal rehabilitation strategy for hemiparetic stroke
Society for Neuroscience (SfN) · 2019
7
Encoding temporal relations using complex-valued synapses
Assoc. for Cognitive Science · Goa · 2019
8
Phase and amplitude modulation in a neural oscillatory model of the orientation map
ICONIP · Cambodia · 2018
// patents
GRANTED
Stereovision-based Convolutional Neural Network for Rehabilitation of Stroke Patients
Patent No. 567634 · granted Jul 2025
GRANTED
System for Handling Rehabilitation Strategy Training for Subject
Patent No. 507924 · granted Dec 2024
FILED
Virtual Reality-Based Rehabilitation System for Stroke Patients
App. No. 3324 · under review
FILED
A Method and System for Automated Assessment of Upper-Limb Motor Impairment
App. No. 2443 · under review