Keyword : pruning


Filter Level Pruning Based on Similar Feature Extraction for Convolutional Neural Networks
Lianqiang LI Yuhui XU Jie ZHU 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1203-1206
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
CNNsfilterpruningfeature extractionk-means++structured
 Summary | Full Text:PDF(177.1KB)

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)

A Low Complexity Fixed Sphere Decoder with Statistical Threshold for MIMO Systems
Jangyong PARK Yunho JUNG Jaeseok KIM 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/02/01
Vol. E98-A  No. 2 ; pp. 735-739
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
fixed sphere decoderMIMO detectionpruningstatistical threshold
 Summary | Full Text:PDF(635.7KB)

Efficient Beam Pruning for Speech Recognition with a Reward Considering the Potential to Reach Various Words on a Lexical Tree
Tsuneo KATO Kengo FUJITA Nobuyuki NISHIZAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/06/01
Vol. E94-D  No. 6 ; pp. 1253-1259
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
pruningframe synchronous beam searchlexical tree
 Summary | Full Text:PDF(877.7KB)

Automatic Defect Classification System in Semiconductors EDS Test Based on System Entity Structure Methodology
Young-Shin HAN SoYoung KIM TaeKyu KIM Jason J. JUNG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/07/01
Vol. E93-D  No. 7 ; pp. 2001-2004
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
semiconductorsystem entity structureelectrical die sortingfail bit map datapruning
 Summary | Full Text:PDF(348.9KB)

Pruned Resampling: Probabilistic Model Selection Schemes for Sequential Face Recognition
Atsushi MATSUI Simon CLIPPINGDALE Takashi MATSUMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/08/01
Vol. E90-D  No. 8 ; pp. 1151-1159
Type of Manuscript:  Special Section PAPER (Special Section on Image Recognition and Understanding)
Category: 
Keyword: 
Sequential Monte Carlomodel comparisonface recognitionpruningresampling
 Summary | Full Text:PDF(942.4KB)

Assessment of On-Line Model Quality and Threshold Estimation in Speaker Verification
Javier R. SAETA Javier HERNANDO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/04/01
Vol. E90-D  No. 4 ; pp. 759-765
Type of Manuscript:  PAPER
Category: Speech and Hearing
Keyword: 
speaker verificationthresholdqualitymodel estimationpruning
 Summary | Full Text:PDF(298.3KB)

A Pruning Algorithm for Training Cooperative Neural Network Ensembles
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/03/01
Vol. E89-D  No. 3 ; pp. 1257-1269
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural network ensembleensemble designnegative correlation learningpruningnode decayover-fittinggeneralization
 Summary | Full Text:PDF(434.7KB)

Self-Organizing Neural Networks by Construction and Pruning
Jong-Seok LEE Hajoon LEE Jae-Young KIM Dongkyung NAM Cheol Hoon PARK 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/11/01
Vol. E87-D  No. 11 ; pp. 2489-2498
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
self-organizing neural networkconstructionpruningimpact factorpool of candidates
 Summary | Full Text:PDF(450.1KB)

A Dynamic Node Decaying Method for Pruning Artificial Neural Networks
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/04/01
Vol. E86-D  No. 4 ; pp. 736-751
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
ANNspruningdecayingcompetitionclassification
 Summary | Full Text:PDF(508.6KB)

Neural Network Model Switching for Efficient Feature Extraction
Keisuke KAMEYAMA Yukio KOSUGI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1999/10/25
Vol. E82-D  No. 10 ; pp. 1372-1383
Type of Manuscript:  PAPER
Category: Image Processing,Computer Graphics and Pattern Recognition
Keyword: 
neural networkmultilayer perceptronfeature extractionbackpropagationpruningmodel switching
 Summary | Full Text:PDF(1.2MB)