Shen, Jiangrong

1. Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation
   2023/04/12 by Qi Xu, Yaxin Li, Xu, Qi +9 · 7 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
2. ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks
   2023/06/06 by Jiangrong Shen, Qi Xu, Shen, Jiangrong +9 · 5 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
3. Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning
   2024/06/03 by Yaxin Li, Qi Xu, Li, Yaxin +9 · 4 citations
   Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Modular Robots and Swarm Intelligence #Neural and Evolutionary Computing (cs.NE)
4. LaSNN: Layer-wise ANN-to-SNN Distillation for Effective and Efficient Training in Deep Spiking Neural Networks
   2023/04/17 by Hong, Di, Shen, Jiangrong, Qi, Yu +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
5. Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
   2025/02/19 by Jiangrong Shen, Qi Xu, Shen, Jiangrong +5 · 2 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Neural Networks and Applications #Neural dynamics and brain function
6. Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
   2025/05/12 by Qi Xu, Xu, Qi, Jie Deng +9 · 1 citation
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #EEG and Brain-Computer Interfaces
7. ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning
   2024/12/17 by Wenyao Ni, Jiangrong Shen, Ni, Wenyao +5 · 1 citation
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
8. Efficient ANN-SNN Conversion with Error Compensation Learning
   2025/05/12 by Liu, Chang, Shen, Jiangrong, Ran, Xuming +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)