An Edge AI System-on-Chip Design with Customized Convolutional-Neural-Network Architecture for Real-time EEG-Based Affective Computing System

2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) ◽

10.1109/biocas.2019.8919038 ◽

2019 ◽

Author(s):

Yu-De Huang ◽

Kai-Yen Wang ◽

Yun-Lung Ho ◽

Chang-Yuan He ◽

Wai-Chi Fang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Network Architecture ◽

Affective Computing ◽

Computing System ◽

System On Chip ◽

Neural Network Architecture ◽

Chip Design ◽

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Experimentally Defined Convolutional Neural Network Architecture Variants for Non-Temporal Real-Time Fire Detection

2018 25th IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2018.8451657 ◽

2018 ◽

Author(s):

Andrew J. Dunnings ◽

Toby P. Breckon

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Network Architecture ◽

Fire Detection ◽

Neural Network Architecture

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MYOLOv3-Tiny: A new convolutional neural network architecture for real-time detection of track fasteners

Computers in Industry ◽

10.1016/j.compind.2020.103303 ◽

2020 ◽

Vol 123 ◽

pp. 103303

Author(s):

Hangyu Qi ◽

Tianhua Xu ◽

Guang Wang ◽

Yu Cheng ◽

Cong Chen

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Network Architecture ◽

Neural Network Architecture ◽

Real Time Detection

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Spectral Flux-Based Convolutional Neural Network Architecture for Speech Source Localization and its Real-Time Implementation

IEEE Access ◽

10.1109/access.2020.3033533 ◽

2020 ◽

Vol 8 ◽

pp. 197047-197058

Author(s):

Yiya Hao ◽

Abdullah Kucuk ◽

Anshuman Ganguly ◽

Issa M. S. Panahi

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Source Localization ◽

Network Architecture ◽

Neural Network Architecture ◽

Spectral Flux ◽

Speech Source Localization

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A Real-Time Affective Computing Platform Integrated with AI System-on-Chip Design and Multimodal Signal Processing System

10.1109/embc46164.2021.9630979 ◽

2021 ◽

Author(s):

Wei-Chih Li ◽

Cheng-Jie Yang ◽

Bo-Ting Liu ◽

Wai-Chi Fang

Keyword(s):

Signal Processing ◽

Real Time ◽

Affective Computing ◽

Processing System ◽

System On Chip ◽

Signal Processing System ◽

Chip Design ◽

Computing Platform ◽

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AYOLOv3-Tiny: An improved convolutional neural network architecture for real-time defect detection of PAD light guide plates

Computers in Industry ◽

10.1016/j.compind.2021.103588 ◽

2022 ◽

Vol 136 ◽

pp. 103588

Author(s):

Jiahui Yao ◽

Junfeng Li

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Defect Detection ◽

Network Architecture ◽

Light Guide ◽

Neural Network Architecture

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MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-Time Embedded Traffic Sign Classification

IEEE Access ◽

10.1109/access.2018.2873948 ◽

2018 ◽

Vol 6 ◽

pp. 59803-59810 ◽

Author(s):

Alexander Wong ◽

Mohammad Javad Shafiee ◽

Michael St. Jules

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Network Architecture ◽

Deep Convolutional Neural Network ◽

Neural Network Architecture ◽

Traffic Sign ◽

Traffic Sign Classification

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A scalable and efficient convolutional neural network accelerator using HLS for a system-on-chip design

Microprocessors and Microsystems ◽

10.1016/j.micpro.2021.104363 ◽

2021 ◽

pp. 104363

Author(s):

Kim Bjerge ◽

Jonathan Horsted Schougaard ◽

Daniel Ejnar Larsen

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

System On Chip ◽

Chip Design ◽

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Development and Validation of an EEG-Based Real-Time Emotion Recognition System Using Edge AI Computing Platform With Convolutional Neural Network System-on-Chip Design

IEEE Journal on Emerging and Selected Topics in Circuits and Systems ◽

10.1109/jetcas.2019.2951232 ◽

2019 ◽

Vol 9 (4) ◽

pp. 645-657 ◽

Author(s):

Wai-Chi Fang ◽

Kai-Yen Wang ◽

Nicolas Fahier ◽

Yun-Lung Ho ◽

Yu-De Huang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Recognition System ◽

System On Chip ◽

Network System ◽

Chip Design ◽

Computing Platform ◽

Neural Network System ◽

On Chip ◽

Development And Validation

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Analysis of Using Regularization Technique in The Convolutional Neural Network Architecture to Detect Paddy Disease for Small Dataset

Journal of Physics Conference Series ◽

10.1088/1742-6596/1726/1/012010 ◽

2021 ◽

Vol 1726 ◽

pp. 012010

Author(s):

S Mujahidin ◽

N F Azhar ◽

B Prihasto

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Network Architecture ◽

Neural Network Architecture ◽

Regularization Technique ◽

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A novel convolutional neural network architecture of multispectral remote sensing images for automatic material classification

Signal Processing Image Communication ◽

10.1016/j.image.2021.116329 ◽

2021 ◽

pp. 116329

Author(s):

Chuen-Horng Lin ◽

Ting-You Wang

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Network Architecture ◽

Remote Sensing Images ◽

Neural Network Architecture ◽

Material Classification ◽

Multispectral Remote Sensing

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