H
Huaqiang Wei
Researcher at Huazhong University of Science and Technology
Publications - 3
Citations - 224
Huaqiang Wei is an academic researcher from Huazhong University of Science and Technology. The author has contributed to research in topics: Memristor & Deep learning. The author has an hindex of 3, co-authored 3 publications receiving 125 citations.
Papers
More filters
Journal ArticleDOI
Memristive LSTM Network for Sentiment Analysis
TL;DR: This paper designs a circuit that requires only one memristor crossbar for each unit in the LSTM cell, and uses word2vector instead of one-hot encoding for the input data encoding and proves the effectiveness of the proposed MLSTM system on IMDB and SemEval datasets.
Journal ArticleDOI
Memristor-Based Design of Sparse Compact Convolutional Neural Network
TL;DR: This paper aims to design a memristor-based sparse compact convolutional neural network (MSCCNN) to reduce the number of memristors and achieves superior accuracy rates while greatly reducing the scale of the hardware circuit.
Journal ArticleDOI
Memristive Fully Convolutional Network: An Accurate Hardware Image-Segmentor in Deep Learning
TL;DR: A complete solution to implement memristive FCN (MFCN), in which the conductance values of memristors are predetermined in Tensorflow with ex-situ training method, and the effectiveness of the designed MFCN scheme is verified with improved accuracy over some existing machine learning methods.