Yu, Liutao
- QKFormer: Hierarchical Spiking Transformer using Q-K Attention
2024/03/25 by Chenlin Zhou, Han Zhang, Zhou, Chenlin +17 · 16 citations
Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Neural dynamics and brain function
- Spikingformer: A Key Foundation Model for Spiking Neural Networks
2023/04/24 by Zhou, Chenlin, Yu, Liutao, Zhou, Zhaokun +5 · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- 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 · 9 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
- Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse
2023/03/09 by Liwei Huang, Huang, Liwei, Zhengyu Ma +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
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation
2023/05/10 by Chenlin Zhou, Zhou, Chenlin, Han Zhang +13 · 3 citations
Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices
- SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition
2024/06/21 by Liutao Yu, Liwei Huang, Yu, Liutao +11 · 2 citations
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
- Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli
2023/06/02 by Liwei Huang, Zhengyu Ma, Huang, Liwei +6 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- 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