Author

Sandeep Sathyanandan Nair

Observed name: Nair, Sandeep S.

Institutions: Cleveland FES Center, Louis Stokes Cleveland VA Medical Center, Case Western Reserve University

Observed institutions: Indian Institute of Technology Madras, Cleveland FES Center, Louis Stokes Cleveland VA Medical Center, Case Western Reserve University

ORCID: 0000-0001-7469-8331

Observed ORCID: 0000-0001-7469-8331

OpenAlex ID: A5078893779

A Computational Model of Deep Brain Stimulation for Parkinson’s Disease Tremor and Bradykinesia

2024 · Sandeep Sathyanandan Nair, V. Srinivasa Chakravarthy · Brain Sciences · 12

A Multiscale, Systems-Level, Neuropharmacological Model of Cortico-Basal Ganglia System for Arm Reaching Under Normal, Parkinsonian, and Levodopa Medication Conditions

2022 · Sandeep Sathyanandan Nair, Vignayanandam Ravindernath Muddapu, et al. · Frontiers in Computational Neuroscience · 9

A generalized reinforcement learning based deep neural network agent model for diverse cognitive constructs

2023 · Sandeep Sathyanandan Nair, Vignayanandam Ravindernath Muddapu, et al. · Scientific Reports · 6

A Basal Ganglia model for understanding working memory functions in healthy and Parkinson’s conditions

2024 · C. Vigneswaran, Sandeep Sathyanandan Nair, et al. · Cognitive Neurodynamics · 5

Is There a Better Way to Assess Parkinsonian Motor Symptoms?—Experimental and Modelling Approach

2021 · Sandeep Sathyanandan Nair, Vignayanandam Ravindernath Jayashre Muddapu, et al. · Series in bioengineering · 3

Computational Modeling of Parkinson’s Disease Across Scales: From Mechanisms to Biomarkers, Drug Discovery, and Personalized Therapies

2026 · Sandeep Sathyanandan Nair, Aratrik Guha, et al. · Brain Sciences · 1

Levodopa Preferentially Reorganizes Dorsal Subthalamic Activity in Parkinson’s Disease

2026 · Sandeep Sathyanandan Nair, Prajakta Joshi, et al. · medRxiv

Impaired value estimation over space explains turn-induced freezing of gait in Parkinson’s disease: A cortico-basal ganglia-inspired reinforcement learning model

2026 · Neermita Bhattacharya, Sandeep Sathyanandan Nair, et al. · bioRxiv (Cold Spring Harbor Laboratory)

Music reshapes basal ganglia neural state dynamics toward a medication-like regime in Parkinson’s disease

2026 · Sandeep Sathyanandan Nair, Veronika Filyushkina, et al. · medRxiv

Mathematical Models of Neurodegenerative Diseases: Principles, Applications, and Insights

2026 · Sandeep Sathyanandan Nair, V. Srinivasa Chakravarthy, et al. · Contemporary clinical neuroscience

Works count: 11

Citation count: 36

H-index: 4

I10-index: 1