Meng, Qingyan

1. Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks
   2023/02/28 by Meng, Qingyan, Xiao, Mingqing, Yan, Shen +3 · 13 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
2. Online Training Through Time for Spiking Neural Networks
   2022/10/09 by Mingqing Xiao, Qingyan Meng, Xiao, Mingqing +7 · 11 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #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
3. Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation
   2022/05/01 by Meng, Qingyan, Xiao, Mingqing, Yan, Shen +3 · 9 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
4. Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State
   2021/09/29 by Qingyan Meng, Xiao, Mingqing, Zongpeng Zhang +6 · 4 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
5. Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks
   2024/02/19 by Xiao, Mingqing, Meng, Qingyan, Zhang, Zongpeng +2 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)