Bian, Sizhen

1. Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware
   2023/12/01 by Pietro Bonazzi, Sizhen Bian, Bonazzi, Pietro +9 · 7 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neuroscience and Neural Engineering #CCD and CMOS Imaging Sensors
2. ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications
   2023/02/15 by G Rutishauser, Robin Hunziker, Rutishauser, Georg +9 · 2 citations
   Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #CCD and CMOS Imaging Sensors
3. Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO
   2023/11/02 by Julian Moosmann, Pietro Bonazzi, Moosmann, Julian +11 · 3 citations
   Computer Science · 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 #Robotics (cs.RO) #Visual Attention and Saliency Detection
4. The Contribution of Human Body Capacitance/Body-Area Electric Field To Individual and Collaborative Activity Recognition
   2022/10/26 by Sizhen Bian, Bian, Sizhen, Vítor Fortes Rey +5 · 3 citations
   Computer Science · Engineering · #Advanced Sensor and Energy Harvesting Materials #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Signal Processing (eess.SP) #electronic engineering #information engineering
5. Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition
   2024/06/16 by Mengxi Liu, Daniel Geißler, Liu, Mengxi +9 · 3 citations
   Computer Science · #Context-Aware Activity Recognition Systems
6. iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets
   2024/06/03 by Mengxi Liu, Liu, Mengxi, Sizhen Bian +5 · 3 citations
   Computer Science · #Context-Aware Activity Recognition Systems #Human Pose and Action Recognition
7. ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras
   2023/05/27 by Bian, Sizhen, Schulthess, Lukas, Rutishauser, Georg +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Systems and Control (eess.SY) #electronic engineering #information engineering
8. Evaluation of Encoding Schemes on Ubiquitous Sensor Signal for Spiking Neural Network
   2024/07/12 by Bian, Sizhen, Donati, Elisa, Magno, Michele · 1 citation
   #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
9. On-Device Training Empowered Transfer Learning For Human Activity Recognition
   2024/07/04 by Pixi Kang, Kang, Pixi, Julian Moosmann +5 · 1 citation
   Computer Science · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
10. Worker Activity Recognition in Manufacturing Line Using Near-body Electric Field
    2023/08/07 by Suh, Sungho, Rey, Vitor Fortes, Bian, Sizhen +5 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
11. CycloWatt: An Affordable, TinyML-enhanced IoT Device Revolutionizing Cycling Power Metrics
    2024/02/27 by Victor Luder, Luder, Victor, Sizhen Bian +3 · 1 citation
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Green IT and Sustainability #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Smart Parking Systems Research #Transportation and Mobility Innovations #electronic engineering #information engineering
12. Assessing the Impact of Sampling Irregularity in Time Series Data: Human Activity Recognition As A Case Study
    2025/01/25 by Mengxi Liu, Daniel Geißler, Liu, Mengxi +7 · 2 citations
    Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications
13. Earable and Wrist-worn Setup for Accurate Step Counting Utilizing Body-Area Electrostatic Sensing
    2024/07/08 by Sizhen Bian, Bian, Sizhen, Rakita Strahinja +13 · 1 citation
    Engineering · #Advanced Sensor and Energy Harvesting Materials #FOS: Electrical engineering #Muscle activation and electromyography studies #Robot Manipulation and Learning #Signal Processing (eess.SP) #electronic engineering #information engineering