Liutao Yu

1. QKFormer: Hierarchical Spiking Transformer using Q-K Attention
   2024/03/25 by Chenlin Zhou, Zhou, Chenlin, Han Zhang +17 · 15 citations
   Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Neural dynamics and brain function
2. Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods
   2024/05/06 by Chenlin Zhou, Han Zhang, Zhou, Chenlin +17 · 7 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
3. Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse
   2023/03/09 by Liwei Huang, Zhengyu Ma, Huang, Liwei +7 · 3 citations
   Neuroscience · #FOS: Biological sciences #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neuroinflammation and Neurodegeneration Mechanisms #Neurons and Cognition (q-bio.NC) #Neuroscience and Neuropharmacology Research
4. Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
   2023/05/10 by Chenlin Zhou, Han Zhang, Zhou, Chenlin +13 · 3 citations
   Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices
5. SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition
   2024/06/21 by Liutao Yu, Liwei Huang, Yu, Liutao +11 · 1 citation
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Human Pose and Action Recognition
6. Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation
   2024/12/17 by Jiaqi Wang, Liutao Yu, Wang, Jiaqi +15 · 1 citation
   Computer Science · #Hand Gesture Recognition Systems #Speech Recognition and Synthesis