Keyword : convolutional neural network (CNN)


Classification with CNN features and SVM on Embedded DSP Core for Colorectal Magnified NBI Endoscopic Video Image
Masayuki ODAGAWA Takumi OKAMOTO Tetsushi KOIDE Toru TAMAKI Shigeto YOSHIDA Hiroshi MIENO Shinji TANAKA 
Publication:   
Publication Date: 2022/01/01
Vol. E105-A  No. 1 ; pp. 25-34
Type of Manuscript:  PAPER
Category: VLSI Design Technology and CAD
Keyword: 
medical image/video processingcomputer-aided diagnosis system (CAD)convolutional neural network (CNN)support vector machine (SVM)
 Summary | Full Text:PDF(8.9MB)

Feasibility Study for Computer-Aided Diagnosis System with Navigation Function of Clear Region for Real-Time Endoscopic Video Image on Customizable Embedded DSP Cores
Masayuki ODAGAWA Tetsushi KOIDE Toru TAMAKI Shigeto YOSHIDA Hiroshi MIENO Shinji TANAKA 
Publication:   
Publication Date: 2022/01/01
Vol. E105-A  No. 1 ; pp. 58-62
Type of Manuscript:  LETTER
Category: VLSI Design Technology and CAD
Keyword: 
medical image/video processingcomputer-aided diagnosis system (CAD)navigation functionconvolutional neural network (CNN)support vector machine (SVM)customizable embedded digital signal processor (DSP)
 Summary | Full Text:PDF(3.9MB)

Low-Power Implementation Techniques for Convolutional Neural Networks Using Precise and Active Skipping Methods
Akira KITAYAMA Goichi ONO Tadashi KISHIMOTO Hiroaki ITO Naohiro KOHMU 
Publication:   
Publication Date: 2021/07/01
Vol. E104-C  No. 7 ; pp. 330-337
Type of Manuscript:  Special Section PAPER (Special Section on Solid-State Circuit Design — Architecture, Circuit, Device and Design Methodology)
Category: 
Keyword: 
convolutional neural network (CNN)SSD500 networkdeep neural network (DNN) implementationlow power consumptionembedded AI technique
 Summary | Full Text:PDF(3.3MB)

Patient-Specific ECG Classification with Integrated Long Short-Term Memory and Convolutional Neural Networks
Jiaquan WU Feiteng LI Zhijian CHEN Xiaoyan XIANG Yu PU 
Publication:   
Publication Date: 2020/05/01
Vol. E103-D  No. 5 ; pp. 1153-1163
Type of Manuscript:  PAPER
Category: Biological Engineering
Keyword: 
convolutional neural network (CNN)long short-term memory (LSTM)patient-specific ECG classification
 Summary | Full Text:PDF(886.9KB)

ECG-Based Heartbeat Classification Using Two-Level Convolutional Neural Network and RR Interval Difference
Yande XIANG Jiahui LUO Taotao ZHU Sheng WANG Xiaoyan XIANG Jianyi MENG 
Publication:   
Publication Date: 2018/04/01
Vol. E101-D  No. 4 ; pp. 1189-1198
Type of Manuscript:  PAPER
Category: Biological Engineering
Keyword: 
electrocardiogram (ECG)beat classificationconvolutional neural network (CNN)biomedical signal processingmulti-layer perceptron (MLP)
 Summary | Full Text:PDF(923.2KB)