Speech Enhancement Based on Fusion of Both Magnitude/Phase-Aware Features and Targets

by Haitao Lang, Jie Yang
Published 2020-07-01

Accelerating Deep Neural Networks by Combining Block-Circulant Matrices and Low-Precision Weights

by Zidi Qin, Di Zhu, Xingwei Zhu, Xuan Chen, Yinghuan Shi, Yang Gao, Zhonghai Lu, Qinghong Shen, Li Li, Hongbing Pan
Published 2019-01-01

Fast Approximations of Activation Functions in Deep Neural Networks when using Posit Arithmetic

by Marco Cococcioni, Federico Rossi, Emanuele Ruffaldi, Sergio Saponara
Published 2020-03-01

Graph Convolutional Networks-Based Super-Resolution Land Cover Mapping

by Xining Zhang, Yong Ge, Feng Ling, Jin Chen, Yuehong Chen, Yuanxin Jia
Published 2021-01-01

Fast Category-Hidden Adversarial Attack Against Semantic Image Segmentation

by Yinghui Zhu, Yuzhen Jiang, Zhongxing Peng, Wei Huang
Published 2021-06-01

Learning Ratio Mask with Cascaded Deep Neural Networks for Echo Cancellation in Laser Monitoring Signals

by Haitao Lang, Jie Yang
Published 2020-05-01

A Study on Deep Neural Network-Based DC Offset Removal for Phase Estimation in Power Systems

by Sun-Bin Kim, Vattanak Sok, Sang-Hee Kang, Nam-Ho Lee, Soon-Ryul Nam
Published 2019-04-01

Operation Scheme of Multi-Layer Neural Networks Using NAND Flash Memory as High-Density Synaptic Devices

by Sung-Tae Lee, Suhwan Lim, Nag Yong Choi, Jong-Ho Bae, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee
Published 2019-01-01

Automatic Cardiac Arrhythmia Classification Using Combination of Deep Residual Network and Bidirectional LSTM

by Runnan He, Yang Liu, Kuanquan Wang, Na Zhao, Yongfeng Yuan, Qince Li, Henggui Zhang
Published 2019-01-01

A reverberation-time-aware DNN approach leveraging spatial information for microphone array dereverberation

by Bo Wu, Minglei Yang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Tong Wang, Chin-Hui Lee
Published 2017-12-01

Predicting the daily return direction of the stock market using hybrid machine learning algorithms

by Xiao Zhong, David Enke
Published 2019-06-01

Detection and recognition of cursive text from video frames

by Ali Mirza, Ossama Zeshan, Muhammad Atif, Imran Siddiqi
Published 2020-08-01

An Accurate CT Saturation Classification Using a Deep Learning Approach Based on Unsupervised Feature Extraction and Supervised Fine-Tuning Strategy

by Muhammad Ali, Dae-Hee Son, Sang-Hee Kang, Soon-Ryul Nam
Published 2017-11-01

A Novel Automate Python Edge-to-Edge: From Automated Generation on Cloud to User Application Deployment on Edge of Deep Neural Networks for Low Power IoT Systems FPGA-Based Acceler...

by Tarek Belabed, Vitor Ramos Gomes da Silva, Alexandre Quenon, Carlos Valderamma, Chokri Souani
Published 2021-09-01

Low-Power and High-Speed Deep FPGA Inference Engines for Weed Classification at the Edge

by Corey Lammie, Alex Olsen, Tony Carrick, Mostafa Rahimi Azghadi
Published 2019-01-01