Neelesh Kumar

Rutgers, The State University of New Jersey, Central Scientific Instruments Organisation, Procter & Gamble (United States)

Papers

9

Total Citations

161

H-Index

5

About

No biography available yet.

Research Focus

Artificial intelligence9 · 161 citations
Computer science9 · 161 citations
Artificial neural network4 · 147 citations
Reinforcement learning3 · 128 citations
Engineering4 · 100 citations
Robot5 · 100 citations
Embedded system3 · 95 citations
Efficient energy use2 · 93 citations
Energy consumption2 · 93 citations
Computer architecture2 · 93 citations
Benchmark (surveying)2 · 93 citations
Deep learning2 · 93 citations

Key Achievements

5
H-Index
9
Papers
161
Total Citations
18
Avg Citations/Paper
🏆 Most Cited Paper
Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware
80 citations · 2020
📈 Most Prolific Year: 2020 (5 Papers)
🤝 Key Collaborators: 14
🏛 Institutions: Rutgers, The State University of New Jersey, Central Scientific Instruments Organisation, Procter & Gamble (United States)

Top Papers

  1. 1
    Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware
    80 citations · 2020
  2. 2
    Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control
    35 citations · 2020
  3. 3
    A neurophysiologically interpretable deep neural network predicts complex movement components from brain activity
    19 citations · 2022
  4. 4
    Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware
    13 citations · 2020
  5. 5
    Pid Control for Ambulatory Gait Orthosis: Application of Different Tuning Methods
    5 citations · 2014
  6. 6
    Combining biosignals with RFID to develop a multimodal-shared control interface
    3 citations · 2023
  7. 7
    iRoCo: Intuitive Robot Control From Anywhere Using a Smartwatch
    2 citations · 2024
  8. 8
    Cognitive Control of Robotic-Rehabilitation Device Using Emotiv EEG Headset
    2 citations · 2020
  9. 9
    Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots
    2 citations · 2020

Key Collaborators

KPKonstantinos P. Michmizos5 shared papersGTGuangzhi Tang3 shared papersVVVenugopal Vasudevan1 shared papersHBHeni Ben Amor1 shared papersRDRatan Das1 shared papersNHNeha Hooda1 shared papersRYRaymond Yoo1 shared papersRDRitushree Dutta1 shared papersDPDinesh Pankaj1 shared papersPKPreeti Kumari1 shared papersSSShubham Sonawani1 shared papersFCFabian C Weigend1 shared papersLMLini Mathew1 shared papersXLXiao Liu1 shared papers
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