Co-GRU Enhanced End-to-End Design for Long-haul Coherent Transmission Systems

no code implementations • 23 Apr 2023 • Jiayu Zheng, Tianhong Zhang, Yu Wenjing, Weiqin Zhou, Chuanchuan Yang, Fan Zhang

In recent years, the end-to-end (E2E) scheme based on deep learning (DL) has been proposed as a potential scheme to jointly optimize the encoder and the decoder parameters of the optical communication system.

Spatio-Temporal Self-Attention Network for Video Saliency Prediction

1 code implementation • 24 Aug 2021 • Ziqiang Wang, Zhi Liu, Gongyang Li, Yang Wang, Tianhong Zhang, Lihua Xu, Jijun Wang

3D convolutional neural networks have achieved promising results for video tasks in computer vision, including video saliency prediction that is explored in this paper.

Saliency Prediction Video Saliency Prediction

Individual Recognition in Schizophrenia using Deep Learning Methods with Random Forest and Voting Classifiers: Insights from Resting State EEG Streams

no code implementations • 20 Jun 2017 • Lei Chu, Robert Qiu, Haichun Liu, Zenan Ling, Tianhong Zhang, Jijun Wang

Recently, there has been a growing interest in monitoring brain activity for individual recognition system.

Classification EEG +1