satyarungta,github

👋 Hi, I’m @SatyaRungta
👀 I’m interested in mathematical and machine learning models for computational and behavioural neurosciences.
🌱 I’m currently focusing on neural signal processing, time series analytics, probability and statistic, time to event data to track hand and eye movements and analyse EMG data from multichannel high density grid electrode arrays.
💞️ I’m looking to collaborate on projects related to computational neuroscience, virtual and augmented reality (XR), healthcare, restorative therapy, gaming, market research, psychology, cognition, statistics and Machine learning tools for neuro-rehabilitation in cogntive and movement disorders.
📫 How to reach me

Satya Rungta, Ph.D. Email: [email protected] Education: Applied Mathematical Sciences (Systems and cognitive neuroscience) Skills: Python, R, Microsoft Excel, Tableau, Matlab, C++

satyarungta's Projects

brain_machine_interface

Time to event analysis for neural data and motor units used in applied Brain machine interface (BMI)

eye_movement_signatures_in_neck_muscles

Supplementary figures for the article: Preparatory activity links frontal eye field activity with small amplitude motor unit recruitment of neck muscles during gaze planning

hand_movements_and_context_based_activity_in_shoulder_muscles

Supplementary figures for article: Context-specific early recruitment of small motor units in the shoulder muscle reflect a reach movement plan

The project aims to use an interdisciplinary approach to test if neural processes in occulomotor and motor areas could be studies using mathematical models from neck and shoulder muscles during cognitive tasks