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IEICE Trans

Keyword : deep neural network (DNN)

Three-Dimensional Complex Permittivity Reconstruction via Wave-Number Space Based Deep Neural Network for Microwave Breast Imaging
Peixian ZHU Shouhei KIDERA 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2025/06/01
Vol. E108-B  No. 6 ; pp. 741-751
Type of Manuscript:  PAPER
Category: Sensing
Keyword: 
microwave breast cancer detection, deep neural network (DNN), complex permittivity reconstruction, ultrawideband (UWB) radar, skin surface rejection (SSR), 
 Summary | Full Text:PDF
Edge Device Verification Techniques for Updated Object Detection AI via Target Object Existence
Akira KITAYAMA Goichi ONO Hiroaki ITO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2024/08/01
Vol. E107-A  No. 8 ; pp. 1286-1295
Type of Manuscript:  PAPER
Category: Intelligent Transport System
Keyword: 
convolutional neural network (CNN), deep neural network (DNN), object detection, verification using edge devices, automatic verification, embedded ai technique, autonomous driving, 
 Summary | Full Text:PDF
DNN Aided Joint Source-Channel Decoding Scheme for Polar Codes
Qingping YU You ZHANG Zhiping SHI Xingwang LI Longye WANG Ming ZENG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2024/05/01
Vol. E107-A  No. 5 ; pp. 845-849
Type of Manuscript:  LETTER
Category: Coding Theory
Keyword: 
belief propagation (BP) decoding, deep neural network (DNN), polar codes, 
 Summary | Full Text:PDF
A Fully Analog Deep Neural Network Inference Accelerator with Pipeline Registers Based on Master-Slave Switched Capacitors
Yaxin MEI Takashi OHSAWA 
Publication:   IEICE TRANSACTIONS on Electronics
Publication Date: 2023/09/01
Vol. E106-C  No. 9 ; pp. 477-485
Type of Manuscript:  PAPER
Category: Integrated Electronics
Keyword: 
in-memory computing, deep neural network (DNN), pipeline register, master-slave switched capacitors, 
 Summary | Full Text:PDF
A Shallow SNN Model for Embedding Neuromorphic Devices in a Camera for Scalable Video Surveillance Systems
Kazuhisa FUJIMOTO Masanori TAKADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2023/06/01
Vol. E106-D  No. 6 ; pp. 1175-1182
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neuromorphic computing, spiking neural network (SNN), deep neural network (DNN), DNN to SNN conversion, video surveillance system, 
 Summary | Full Text:PDF
Machine Learning in 6G Wireless Communications
Tomoaki OHTSUKI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2023/02/01
Vol. E106-B  No. 2 ; pp. 75-83
Type of Manuscript:  INVITED PAPER (Special Section on Emerging Communication Technologies in Conjunction with Main Topics of ICETC 2021)
Category: 
Keyword: 
artificial intelligence (AI), machine learning (ML), deep learning (DL), neural network (NN), deep neural network (DNN), 6G, deep transfer learning (DTL), 
 Summary | Full Text:PDF
Deep Learning Based Low Complexity Symbol Detection and Modulation Classification Detector
Chongzheng HAO Xiaoyu DANG Sai LI Chenghua WANG 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2022/08/01
Vol. E105-B  No. 8 ; pp. 923-930
Type of Manuscript:  PAPER
Category: Wireless Communication Technologies
Keyword: 
symbol detection, modulation classification, deep neural network (DNN), multi-cumulant and moment features (MCMF), frequency and phase offsets, 
 Summary | Full Text:PDF
On Performance of Deep Learning for Harmonic Spur Cancellation in OFDM Systems
Ziming HE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2020/02/01
Vol. E103-A  No. 2 ; pp. 576-579
Type of Manuscript:  LETTER
Category: Mobile Information Network and Personal Communications
Keyword: 
deep learning (DL), deep neural network (DNN), orthogonal frequency-division multiplexing (OFDM), carrier frequency offset (CFO), harmonic spur, 
 Summary | Full Text:PDF
Acoustic Design Support System of Compact Enclosure for Smartphone Using Deep Neural Network
Kai NAKAMURA Kenta IWAI Yoshinobu KAJIKAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2019/12/01
Vol. E102-A  No. 12 ; pp. 1932-1939
Type of Manuscript:  PAPER
Category: Engineering Acoustics
Keyword: 
design method for compact acoustic devices, deep neural network (DNN), finite-difference time-domain (FDTD) method, 
 Summary | Full Text:PDF