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IEICE Trans

Akira JINGUJI

Multilayer Perceptron Training Accelerator Using Systolic Array
Takeshi SENOO Akira JINGUJI Ryosuke KURAMOCHI Hiroki NAKAHARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/12/01
Vol. E105-D  No. 12  pp. 2048-2056
Type of Manuscript:  Special Section PAPER (Special Section on Forefront Computing)
Category: 
Keyword: 
neural network, training accelerator, multilayer perceptron, machine learning, intrusion detection system, 
 Summary | Full Text:PDF
Weight Sparseness for a Feature-Map-Split-CNN Toward Low-Cost Embedded FPGAs
Akira JINGUJI Shimpei SATO Hiroki NAKAHARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/12/01
Vol. E104-D  No. 12  pp. 2040-2047
Type of Manuscript:  Special Section PAPER (Special Section on Parallel, Distributed, and Reconfigurable Computing, and Networking)
Category: 
Keyword: 
CNN, sparse CNN, embedded system, FPGA, 
 Summary | Full Text:PDF
An FPGA Realization of a Random Forest with k-Means Clustering Using a High-Level Synthesis Design
Akira JINGUJI Shimpei SATO Hiroki NAKAHARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/02/01
Vol. E101-D  No. 2  pp. 354-362
Type of Manuscript:  Special Section PAPER (Special Section on Reconfigurable Systems)
Category: Emerging Applications
Keyword: 
machine learning, random forest, k-means clustering, FPGA, 
 Summary | Full Text:PDF