Neelesh Kumar Email & Phone Number

Cincinnati, Oh, Us

Piscataway, New Jersey, United States

-Developed interpretable deep learning methods for the classification of EEG signals for motor tasks.-Developed spiking neural networks based neuromorphic algorithms to classify EEG signals for energy-efficient brain-computer interface.-Developed spiking neural networks based neuromorphic algorithms for deep reinforcement learning to learn energy-efficient and optimal policies for robot navigation and control.-Developed a biologically plausible gradient-based learning… Show more -Developed interpretable deep learning methods for the classification of EEG signals for motor tasks.-Developed spiking neural networks based neuromorphic algorithms to classify EEG signals for energy-efficient brain-computer interface.-Developed spiking neural networks based neuromorphic algorithms for deep reinforcement learning to learn energy-efficient and optimal policies for robot navigation and control.-Developed a biologically plausible gradient-based learning framework for online training of spiking neural networks that performs as well as backprop while being orders of magnitude energy efficient. Show less

New Brunswick, Nj

-Teaching assistant for Pattern Recognition; Computer Vision; Background Math for Computer and Data Science; Introduction to Artificial Intelligence; Brain-Inspired Computing-Taught weekly recitation classes and was involved in the design and grading of course assignments and projects.

Greater New York City Area

PTL for Data Science course

Greater New York City Area

Developed laser beam inspection software for laser collimation, designed and developed software for vision guided pick and place robot in LabVIEW, developed software for automated glue dispensing using vision in LabVIEW

Doctor Of Philosophy - Phd, Computer Science, 4/4

Computational Brain Lab, CBIM Advisor: Dr. Konstantinos Michmizos

Master Of Science (Ms), Computer Science, 3.86/4.0

Coursework: Pattern Recognition, Artificial Intelligence, Machine Learning, Computer Vision, Cognitive Science, Algorithms

Bachelor Of Technology (Btech), Computer Science

Graduated with 1st rank in the branch