Chuteng Zhou

1. AnalogNets: ML-HW Co-Design of Noise-robust TinyML Models and Always-On Analog Compute-in-Memory Accelerator
   2021/11/10 by Chuteng Zhou, Zhou, Chuteng, Fernando Garćıa-Redondo +17 · 2 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #CCD and CMOS Imaging Sensors
2. FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer\n Learning
   2019/02/26 by Paul N. Whatmough, Whatmough, Paul N., Chuteng Zhou +9 · 4 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices
   2023/01/26 by Yuji Chai, Devashree Tripathy, Chai, Yuji +15 · 1 citation
   Computer Science · Engineering · Materials Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning in Materials Science #Performance (cs.PF)
4. Towards Federated Learning with On-device Training and Communication in 8-bit Floating Point
   2024/07/02 by Bokun Wang, Wang, Bokun, Axel Berg +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #DNA and Biological Computing #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)