Neelesh Kumar

Employment

• Rutgers, The State University of New Jersey

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• A neurophysiologically interpretable deep neural network predicts complex movement components from brain activity
  Scientific Reports 2022 DOI: 10.1038/s41598-022-05079-0
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• BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks
  arXiv preprint arXiv:2110.14092 2021
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• Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control
  Proceedings of the 2020 Conference on Robot Learning 2021
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• Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots
  2020 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob) 2020 DOI: 10.1109/biorob49111.2020.9224272
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• Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots
  2020 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob) 2020 DOI: 10.1109/biorob49111.2020.9224368
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• Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware
  2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020 DOI: 10.1109/iros45743.2020.9340948
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• Modeling of Network Impairment in Schizophrenia via Artificial Networks That Fail in Contour Integration
  Biological Psychiatry 2020 DOI: 10.1016/j.biopsych.2020.02.130
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