Tang, Guangzhi
- Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control
2020/10/19 by Guangzhi Tang, Tang, Guangzhi, Neelesh Kumar +5 · 15 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Robotics (cs.RO)
- Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware
2020/03/02 by Guangzhi Tang, Tang, Guangzhi, Neelesh Kumar +3 · 12 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
2023/04/10 by Jason Yik, Korneel Van den Berghe, Yik, Jason +208 · 1 voice · 10 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
- Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design
2023/03/27 by Guangzhi Tang, Tang, Guangzhi, Ali Safa +15 · 5 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
- Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification
2024/07/29 by Yingfu Xu, Guangzhi Tang, Xu, Yingfu +7 · 4 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based Vision
2024/06/25 by Cina Arjmand, Arjmand, Cina, Yingfu Xu +15 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding
2025/04/15 by Francesca Rivelli, Rivelli, Francesca, M. M. Popov +5 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE)
- VFL-RPS: Relevant Participant Selection in Vertical Federated Learning
2025/02/20 by Khan, Afsana, Thij, Marijn ten, Tang, Guangzhi +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)