A Consumer-tier based Visual-Brain Machine Interface for Augmented Reality Glasses Interactions

no code implementations • 29 Aug 2023 • Yuying Jiang, Fan Bai, ZiCheng Zhang, Xiaochen Ye, Zheng Liu, Zhiping Shi, Jianwei Yao, Xiaojun Liu, Fangkun Zhu, Junling Li Qian Guo, Xiaoan Wang, Junwen Luo

Here we develop a consumer-tier Visual-Brain Machine Inteface(V-BMI) system specialized for Augmented Reality(AR) glasses interactions.

The Spike Gating Flow: A Hierarchical Structure Based Spiking Neural Network for Online Gesture Recognition

1 code implementation • 4 Jun 2022 • Zihao Zhao, Yanhong Wang, Qiaosha Zou, Tie XU, Fangbo Tao, Jiansong Zhang, Xiaoan Wang, C. -J. Richard Shi, Junwen Luo, Yuan Xie

At last, we conclude the few-shot learning paradigm of the developed network: 1) a hierarchical structure-based network design involves human prior knowledge; 2) SNNs for content based global dynamic feature detection.

Action Recognition Few-Shot Learning +1

Load-balanced Gather-scatter Patterns for Sparse Deep Neural Networks

no code implementations • 20 Dec 2021 • Fei Sun, Minghai Qin, Tianyun Zhang, Xiaolong Ma, Haoran Li, Junwen Luo, Zihao Zhao, Yen-Kuang Chen, Yuan Xie

Our experiments show that GS patterns consistently make better trade-offs between accuracy and computation efficiency compared to conventional structured sparse patterns.

Machine Translation speech-recognition +1

An Internal Clock Based Space-time Neural Network for Motion Speed Recognition

no code implementations • 28 Jan 2020 • Junwen Luo, Jiaoyan Chen

In this work we present a novel internal clock based space-time neural network for motion speed recognition.