Keyword : deep learning


A Machine Learning-Based Approach for Selecting SpMV Kernels and Matrix Storage Formats
Hang CUI Shoichi HIRASAWA Hiroaki KOBAYASHI Hiroyuki TAKIZAWA 
Publication:   
Publication Date: 2018/09/01
Vol. E101-D  No. 9 ; pp. 2307-2314
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
SpMVcode selectiondeep learningconvolutional neural network
 Summary | Full Text:PDF(749.4KB)

Transform Electric Power Curve into Dynamometer Diagram Image Using Deep Recurrent Neural Network
Junfeng SHI Wenming MA Peng SONG 
Publication:   
Publication Date: 2018/08/01
Vol. E101-D  No. 8 ; pp. 2154-2158
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
deep learningembeddingrecurrent neural networkcomputer vision
 Summary | Full Text:PDF(309.6KB)

Performance Evaluation of Pipeline-Based Processing for the Caffe Deep Learning Framework
Ayae ICHINOSE Atsuko TAKEFUSA Hidemoto NAKADA Masato OGUCHI 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1042-1052
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
deep learningmachine learningdistributed processingcloud computinglife-log analysis
 Summary | Full Text:PDF(3.3MB)

Stock Price Prediction by Deep Neural Generative Model of News Articles
Takashi MATSUBARA Ryo AKITA Kuniaki UEHARA 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 901-908
Type of Manuscript:  Special Section PAPER (Special Section on Intelligent Information and Communication Technology and its Applications to Creative Activity Support)
Category: Datamining Technologies
Keyword: 
stock price predictionnews articlesdeep learninggenerative model
 Summary | Full Text:PDF(396KB)

Sequential Convolutional Residual Network for Image Recognition
Wonjun HWANG 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1213-1216
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
deep learningconvolutional neural networkresidual network
 Summary | Full Text:PDF(303.6KB)

A Threshold Neuron Pruning for a Binarized Deep Neural Network on an FPGA
Tomoya FUJII Shimpei SATO Hiroki NAKAHARA 
Publication:   
Publication Date: 2018/02/01
Vol. E101-D  No. 2 ; pp. 376-386
Type of Manuscript:  Special Section PAPER (Special Section on Reconfigurable Systems)
Category: Emerging Applications
Keyword: 
machine learningdeep learningpruningFPGA
 Summary | Full Text:PDF(1.2MB)

Deep Relational Model: A Joint Probabilistic Model with a Hierarchical Structure for Bidirectional Estimation of Image and Labels
Toru NAKASHIKA 
Publication:   
Publication Date: 2018/02/01
Vol. E101-D  No. 2 ; pp. 428-436
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
image classificationimage generationdeep learninggenerative modelBoltzmann distribution
 Summary | Full Text:PDF(673.4KB)

Deep Learning-Based Fault Localization with Contextual Information
Zhuo ZHANG Yan LEI Qingping TAN Xiaoguang MAO Ping ZENG Xi CHANG 
Publication:   
Publication Date: 2017/12/01
Vol. E100-D  No. 12 ; pp. 3027-3031
Type of Manuscript:  LETTER
Category: Software Engineering
Keyword: 
fault localizationdynamic slicedeep learningcontextual information
 Summary | Full Text:PDF(4.4MB)

Multi-Channel Convolutional Neural Networks for Image Super-Resolution
Shinya OHTANI Yu KATO Nobutaka KUROKI Tetsuya HIROSE Masahiro NUMA 
Publication:   
Publication Date: 2017/02/01
Vol. E100-A  No. 2 ; pp. 572-580
Type of Manuscript:  Special Section PAPER (Special Section on Image Media Quality)
Category: IMAGE PROCESSING
Keyword: 
super-resolutionresolution enhancementconvolutional neural networksCNNdeep learning
 Summary | Full Text:PDF(3.3MB)

Deep Nonlinear Metric Learning for Speaker Verification in the I-Vector Space
Yong FENG Qingyu XIONG Weiren SHI 
Publication:   
Publication Date: 2017/01/01
Vol. E100-D  No. 1 ; pp. 215-219
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
speaker verificationrestricted Boltzmann machinenonlinear metricdeep learning
 Summary | Full Text:PDF(384.2KB)

Combining Fisher Criterion and Deep Learning for Patterned Fabric Defect Inspection
Yundong LI Jiyue ZHANG Yubing LIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/11/01
Vol. E99-D  No. 11 ; pp. 2840-2842
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
deep learningfabric defect inspectionstacked autoencodersFisher criterion
 Summary | Full Text:PDF(893.8KB)

Food Image Recognition Using Covariance of Convolutional Layer Feature Maps
Atsushi TATSUMA Masaki AONO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/06/01
Vol. E99-D  No. 6 ; pp. 1711-1715
Type of Manuscript:  LETTER
Category: Image Recognition, Computer Vision
Keyword: 
food image recognitionconvolutional neural networkscovariance descriptorpattern recognitiondeep learning
 Summary | Full Text:PDF(989KB)

k-Degree Layer-Wise Network for Geo-Distributed Computing between Cloud and IoT
Yiqiang SHENG Jinlin WANG Haojiang DENG Chaopeng LI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2016/02/01
Vol. E99-B  No. 2 ; pp. 307-314
Type of Manuscript:  Special Section PAPER (Special Section on Management for the Era of Internet of Things and Big Data)
Category: 
Keyword: 
big datainternet of thingsgeo-distributed computingdeep learningcloud computing
 Summary | Full Text:PDF(1.6MB)

A Cascade System of Dynamic Binary Neural Networks and Learning of Periodic Orbit
Jungo MORIYASU Toshimichi SAITO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/09/01
Vol. E98-D  No. 9 ; pp. 1622-1629
Type of Manuscript:  Special Section PAPER (Special Section on Optimization and Learning Algorithms of Small Embedded Devices and Related Software/Hardware Implementation)
Category: 
Keyword: 
binary neural networksdeep learningswitching circuits
 Summary | Full Text:PDF(3MB)

Learning Deep Dictionary for Hyperspectral Image Denoising
Leigang HUO Xiangchu FENG Chunlei HUO Chunhong PAN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/07/01
Vol. E98-D  No. 7 ; pp. 1401-1404
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
dictionary learningdeep learninghyperspectral image denoisingfine-tuning
 Summary | Full Text:PDF(884.1KB)

Voice Conversion Based on Speaker-Dependent Restricted Boltzmann Machines
Toru NAKASHIKA Tetsuya TAKIGUCHI Yasuo ARIKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/06/01
Vol. E97-D  No. 6 ; pp. 1403-1410
Type of Manuscript:  Special Section PAPER (Special Section on Advances in Modeling for Real-world Speech Information Processing and its Application)
Category: Voice Conversion and Speech Enhancement
Keyword: 
voice conversionrestricted Boltzmann machinedeep learningspeaker individuality
 Summary | Full Text:PDF(642.2KB)

Hidden Conditional Neural Fields for Continuous Phoneme Speech Recognition
Yasuhisa FUJII Kazumasa YAMAMOTO Seiichi NAKAGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/08/01
Vol. E95-D  No. 8 ; pp. 2094-2104
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
hidden conditional neural fieldshidden conditional random fieldshidden Markov modelspeech recognitiondeep learning
 Summary | Full Text:PDF(324.9KB)