Search Results for author: Renyuan Zhang

Found 6 papers, 1 papers with code

Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency

1 code implementation5 Jan 2024 Yunpeng Yao, Man Wu, Zheng Chen, Renyuan Zhang

This paper proposes a general training framework that enhances feature learning and activation efficiency within a limited time step, providing a new solution for more energy-efficient SNNs.

Multi-Tier Platform for Cognizing Massive Electroencephalogram

no code implementations21 Apr 2022 Zheng Chen, Lingwei Zhu, Ziwei Yang, Renyuan Zhang

A spiking neural network (SNN) based tier is designed to distill the principle information in terms of spike-streams from the rare features, which maintains the temporal implication in the nature of EEGs.

EEG Electroencephalogram (EEG)

Adaptive Spike-Like Representation of EEG Signals for Sleep Stages Scoring

no code implementations2 Apr 2022 Lingwei Zhu, Koki Odani, Ziwei Yang, Guang Shi, Yirong Kan, Zheng Chen, Renyuan Zhang

Recently there has seen promising results on automatic stage scoring by extracting spatio-temporal features from electroencephalogram (EEG).

EEG Electroencephalogram (EEG) +1

Quantitatively Nonblocking Supervisory Control of Discrete-Event Systems

no code implementations2 Aug 2021 Renyuan Zhang, Jiahao Wang, Zenghui Wang, Kai Cai

Finally, combining with the algorithm of computing the supremal controllable sublanguage, we design algorithms to compute the maximally permissive solutions to the formulated (heterogeneously) quantitatively nonblocking supervisory control problems.

mm-Pose: Real-Time Human Skeletal Posture Estimation using mmWave Radars and CNNs

no code implementations21 Nov 2019 Arindam Sengupta, Feng Jin, Renyuan Zhang, Siyang Cao

To the best of the authors' knowledge, this is the first method to detect >15 distinct skeletal joints using mmWave radar reflection signals.

Autonomous Vehicles Decision Making

Multiple Patients Behavior Detection in Real-time using mmWave Radar and Deep CNNs

no code implementations14 Nov 2019 Feng Jin, Renyuan Zhang, Arindam Sengupta, Siyang Cao, Salim Hariri, Nimit K. Agarwal, Sumit K. Agarwal

For each patient, the Doppler pattern of the point cloud over a time period is collected as the behavior signature.

Cannot find the paper you are looking for? You can Submit a new open access paper.