Jian K. Liu

1. Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation
   2023/04/12 by Qi Xu, Yaxin Li, Xu, Qi +9 · 12 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, Shen, Jiangrong, Qi Xu +9 · 7 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
3. Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks
   2019/04/30 by Yichen Zhang, Zhang, Yichen, Shanshan Jia +13 · 2 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #FOS: Biological sciences #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
4. Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks
   2023/04/19 by Qi Xu, Xu, Qi, Yaxin Li +11 · 1 citation
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
5. Generalizable Audio Deepfake Detection via Hierarchical Structure Learning and Feature Whitening in Poincaré sphere
   2025/08/03 by Mingru Yang, Ying-Qiu Gu, Yang, Mingru +17 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Sound (cs.SD) #electronic engineering #information engineering