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IEICE Trans

Toshikazu WADA

POEM: Pruning with Output Error Minimization for Compressing Deep Neural Networks
Koji KAMMA Toshikazu WADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2025/07/01
Vol. E108-D  No. 7  pp. 734-743
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
pruning, neural network compression, embedded systems, 
 Summary | Full Text:PDF
Pruning Ratio Optimization with Layer-Wise Pruning Method for Accelerating Convolutional Neural Networks
Koji KAMMA Sarimu INOUE Toshikazu WADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/01/01
Vol. E105-D  No. 1  pp. 161-169
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
pruning, pruning ratio optimizer, PRO, 
 Summary | Full Text:PDF
REAP: A Method for Pruning Convolutional Neural Networks with Performance Preservation
Koji KAMMA Toshikazu WADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/01/01
Vol. E104-D  No. 1  pp. 194-202
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
pruning, REAP, biorthogonal system, 
 Summary | Full Text:PDF
Neural Behavior-Based Approach for Neural Network Pruning
Koji KAMMA Yuki ISODA Sarimu INOUE Toshikazu WADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/05/01
Vol. E103-D  No. 5  pp. 1135-1143
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neuro-coding, neuro-unification, 
 Summary | Full Text:PDF
K-D Decision Tree: An Accelerated and Memory Efficient Nearest Neighbor Classifier
Tomoyuki SHIBATA Toshikazu WADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/07/01
Vol. E93-D  No. 7  pp. 1670-1681
Type of Manuscript:  Special Section PAPER (Special Section on Machine Vision and its Applications)
Category: 
Keyword: 
nearest neighbor classifier, k-d tree, Voronoi condensing, local nearest neighbor search, safe node, editing, 
 Summary | Full Text:PDF
RK-Means Clustering: K-Means with Reliability
Chunsheng HUA Qian CHEN Haiyuan WU Toshikazu WADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/01/01
Vol. E91-D  No. 1  pp. 96-104
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
robust clustering, reliability evaluation, K-means clustering, data classification, 
 Summary | Full Text:PDF
Object Tracking with Target and Background Samples
Chunsheng HUA Haiyuan WU Qian CHEN Toshikazu WADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/04/01
Vol. E90-D  No. 4  pp. 766-774
Type of Manuscript:  PAPER
Category: Image Recognition, Computer Vision
Keyword: 
object tracking, K-means clustering, tracking failure detection and recovery, background interfusion, 
 Summary | Full Text:PDF
Visual Direction Estimation from a Monocular Image
Haiyuan WU Qian CHEN Toshikazu WADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/10/01
Vol. E88-D  No. 10  pp. 2277-2285
Type of Manuscript:  Special Section PAPER (Special Section on Image Recognition and Understanding)
Category: 
Keyword: 
visual direction estimation, conic-based, monocular image, unknown focal length, 
 Summary | Full Text:PDF