Yao, Man
- SpikingBrain: Spiking Brain-inspired Large Models
2025/09/05 by Yuqi Pan, Yupeng Feng, Pan, Yuqi +38 · 9 voices · 2 citations
Engineering · #cs.LG #cs.AI #cs.CL
- Spike-driven Transformer
2023/07/04 by Yao, Man, Hu, Jiakui, Zhou, Zhaokun +4 · 29 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Advancing Spiking Neural Networks towards Deep Residual Learning
2021/12/15 by Hu, Yifan, Deng, Lei, Wu, Yujie +2 · 16 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Attention Spiking Neural Networks
2022/09/28 by Yao, Man, Zhao, Guangshe, Zhang, Hengyu +5 · 14 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
2024/02/15 by Man Yao, Yao, Man, Jiakui Hu +13 · 19 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection
2024/07/30 by Luo, Xinhao, Yao, Man, Chou, Yuhong +2 · 18 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Temporal-wise Attention Spiking Neural Networks for Event Streams Classification
2021/07/25 by Man Yao, Huanhuan Gao, Yao, Man +11 · 8 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
- High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost
2024/05/26 by JiaKui Hu, Hu, JiaKui, Man Yao +15 · 4 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation
2024/12/19 by Zhenxin Lei, Lei, Zhenxin, Jiakui Hu +10 · 5 citations
Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Neural and Evolutionary Computing (cs.NE)
- Inherent Redundancy in Spiking Neural Networks
2023/08/16 by Man Yao, Yao, Man, Jiakui Hu +11 · 2 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
2024/11/16 by Chou, Yuhong, Yao, Man, Wang, Kexin +7 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding
2024/07/29 by Keming Wu, Man Yao, Wu, Keming +11 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices
- SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network
2024/07/17 by Kexin Wang, Wang, Kexin, Jiahong Zhang +11 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Robotics and Automated Systems #Speech Recognition and Synthesis
- Efficient 3D Recognition with Event-driven Spike Sparse Convolution
2024/12/10 by Xuerui Qiu, Man Yao, Qiu, Xuerui +13 · 1 citation
Computer Science · #Image Processing and 3D Reconstruction #Advanced Neural Network Applications #Medical Image Segmentation Techniques