Abstract is missing.
- Auto Generation of High-Performance Fixed-Point Multiplier for Artificial Neural NetworksYang Zhao, Zhongxia Shang, Yong Lian. 1-5 [doi]
- Sub-Word Parallel Precision-Scalable MAC Engines for Efficient Embedded DNN InferenceLinyan Mei, Mohit Dandekar, Dimitrios Rodopoulos, Jeremy Constantin, Peter Debacker, Rudy Lauwereins, Marian Verhelst. 6-10 [doi]
- On-chip Learning of Multilayer Perceptron Based on Memristors with Limited Multilevel StatesYuhang Zhang, Guanghui He, Kea-Tiong Tang, Guoxing Wang. 11-12 [doi]
- Memristor Emulators for an Adaptive DPE Algorithm: Comparative StudyHussein Assaf, Yvon Savaria, Mohamad Sawan. 13-17 [doi]
- Deep Multi-Scale Residual Learning-based Blocking Artifacts Reduction for Compressed ImagesMin-Hui Lin, Chia-Hung Yeh, Chu-Han Lin, Chih-Hsiang Huang, Li-Wei Kang. 18-19 [doi]
- Complexity Reduction on HEVC Intra Mode Decision with modified LeNet-5Hai-Che Ting, Hung-Luen Fang, Jia-Shung Wang. 20-24 [doi]
- Fast event-driven incremental learning of hand symbolsIulia-Alexandra Lungu, Shih-Chii Liu, Tobi Delbrück. 25-28 [doi]
- Slasher: Stadium racer car for event camera end-to-end learning autonomous driving experimentsYuhuang Hu, Hong-Ming Chen, Tobi Delbrück. 29-33 [doi]
- A CMOS-based Resistive Crossbar Array with Pulsed Neural Network for Deep Learning AcceleratorInjune Yeo, Sang-gyun Gi, Jung-gyun Kim, Byung Geun Lee. 34-37 [doi]
- CNNP-v2: An Energy Efficient Memory-Centric Convolutional Neural Network Processor ArchitectureSungpill Choi, Kyeongryeol Bong, Donghyeon Han, Hoi-Jun Yoo. 38-41 [doi]
- An Energy-Efficient Accelerator with Relative- Indexing Memory for Sparse Compressed Convolutional Neural NetworkI-Chen Wu, Po-Tsang Huang, Chin-Yang Lo, Wei Hwang. 42-45 [doi]
- Accelerator Design for Vector Quantized Convolutional Neural NetworkYi-Heng Wu, Heng Lee, Yu-sheng Lin, Shao-Yi Chien. 46-50 [doi]
- Edge and Fog Computing Enabled AI for IoT-An OverviewZhuo Zou, Yi Jin, Paavo Nevalainen, Yuxiang Huan, Jukka Heikkonen, Tomi Westerlund. 51-56 [doi]
- Survey of Precision-Scalable Multiply-Accumulate Units for Neural-Network ProcessingVincent Camus, Christian Enz, Marian Verhelst. 57-61 [doi]
- Towards Workload-Balanced, Live Deep Learning Analytics for Confidentiality-Aware IoT Medical PlatformsJose Granados, Haoming Chu, Zhuo Zou, Li-Rong Zheng 0001. 62-66 [doi]
- Artificial Intelligence of Things Wearable System for Cardiac Disease DetectionYu-Jin Lin, Chen-Wei Chuang, Chun-Yueh Yen, Sheng-Hsin Huang, Peng-Wei Huang, Ju-Yi Chen, Shuenn-Yuh Lee. 67-70 [doi]
- Robust Learning and Recognition of Visual Patterns in Neuromorphic Electronic AgentsDongchen Liang, Raphaela Kreiser, Carsten Nielsen, Ning Qiao, Yulia Sandamirskaya, Giacomo Indiveri. 71-75 [doi]
- DropOut and DropConnect for Reliable Neuromorphic Inference under Energy and Bandwidth Constraints in Network ConnectivityYasufumi Sakai, Bruno U. Pedroni, Siddharth Joshi, Abraham Akinin, Gert Cauwenberghs. 76-80 [doi]
- Conversion of Synchronous Artificial Neural Network to Asynchronous Spiking Neural Network using sigma-delta quantizationAmirreza Yousefzadeh, Sahar Hosseini, Priscila C. Holanda, Sam Leroux, Thilo Werner, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Bart Dhoedt, Pieter Simoens. 81-85 [doi]
- Neuromorphic networks on the SpiNNaker platformGermain Haessig, Francesco Galluppi, Xavier Lagorce, Ryad Benosman. 86-91 [doi]
- A Flexible and High-Performance Self-Organizing Feature Map Training Acceleration Circuit and Its ApplicationsYu-Hsiu Sun, Tzi-Dar Chiueh. 92-96 [doi]
- A 2.17mW Acoustic DSP Processor with CNN-FFT Accelerators for Intelligent Hearing Aided DevicesYu-Chi Lee, Tai-Shih Chi, Chia-Hsiang Yang. 97-101 [doi]
- A Customized Convolutional Neural Network Design Using Improved Softmax Layer for Real-time Human Emotion RecognitionKai-Yen Wang, Yu-De Huang, Yun-Lung Ho, Wai-Chi Fang. 102-106 [doi]
- Context-Preserving Filter Reorganization for VDSR-Based Super-resolutionDonghyeon Lee, Sang-Heon Lee, Ho Seong Lee, Hyuk-Jae Lee, Kyujoong Lee. 107-111 [doi]
- A Framework for Design and Implementation of Adaptive Digital Predistortion SystemsLin Li 0029, Peter Deaville, Adrian E. Sapio, Lauri Anttila, Mikko Valkama, Marilyn Wolf, Shuvra S. Bhattacharyya. 112-116 [doi]
- Reconfigurable Edge via Analytics ArchitectureShih-Yu Chen, Gwo Giun (Chris) Lee, Tai-Ping Wang, Chin-Wei Huang, Jia Hong Chen, Chang-Ling Tsai. 117-121 [doi]
- Improved Hybrid Memory Cube for Weight-Sharing Deep Convolutional Neural NetworksHao Zhang 0041, Jiongrui He, Seok-Bum Ko. 122-126 [doi]
- Function-Safe Vehicular AI Processor with Nano Core-In-Memory ArchitectureYoungsu Kwon, Jeongmin Yang, Yong Cheol Peter Cho, Kyoung-Seon Shin, Jaehoon Chung, Jinho Han, Chun-Gi Lyuh, Hyun-Mi Kim, Chan Kim, Min-Seok Choi. 127-131 [doi]
- Fast Detection of Objects Using a YOLOv3 Network for a Vending MachineYouhak Lee, Chulhee Lee, Hyuk-Jae Lee, Jin-Sung Kim. 132-136 [doi]
- Hyperdimensional Computing-based Multimodality Emotion Recognition with Physiological SignalsEn-Jui Chang, Abbas Rahimi, Luca Benini, An-Yeu Andy Wu. 137-141 [doi]
- Design of Intelligent EEG System for Human Emotion Recognition with Convolutional Neural NetworkKai-Yen Wang, Yun-Lung Ho, Yu-De Huang, Wai-Chi Fang. 142-145 [doi]
- Sparse Autoencoder with Attention Mechanism for Speech Emotion RecognitionTing-Wei Sun, An-Yeu Andy Wu. 146-149 [doi]
- A Pruned-CELP Speech Codec Using Denoising Autoencoder with Spectral Compensation for Quality and Intelligibility EnhancementYu-Ting Lo, Syu-Siang Wang, Yu Tsao, Sheng-Yu Peng. 150-151 [doi]
- An Enhanced MUSIC DoA Scanning Scheme for Array Radar Sensing in Autonomous MoversKuang-Ying Chang, Kuan-Ting Chen, Wei-Hsuan Ma, Yin-Tsung Hwang. 152-153 [doi]
- Special Session: 2018 Low-Power Image Recognition Challenge and BeyondMatthew Ardi, Alexander C. Berg, Bo Chen, Yen-Kuang Chen, Yiran Chen, Donghyun Kang, Junhyeok Lee, Seungjae Lee, Yang Lu, Yung-Hsiang Lu, Fei Sun. 154-157 [doi]
- Novel Sleep Apnea Detection Based on UWB Artificial Intelligence MattressChiapin Wang, Jen-Hau Chan, Shih-Hau Fang, Ho-Ti Cheng, Yeh-Liang Hsu. 158-159 [doi]
- Machine Learning Based Sleep-Status Discrimination Using a Motion Sensing MattressChiapin Wang, Tsung-Yi Fan Chiang, Shih-Hau Fang, Chieh-Ju Li, Yeh-Liang Hsu. 160-162 [doi]
- Epilepsy Identification System with Neural Network Hardware ImplementationChieh Tsou, Chi-Chung Liao, Shuenn-Yuh Lee. 163-166 [doi]
- NeuroPilot: A Cross-Platform Framework for Edge-AITung-Chien Chen, Wei-Ting Wang, Kloze Kao, Chia-Lin Yu, Code Lin, Shu-Hsin Chang, Pei-Kuei Tsung. 167-170 [doi]
- Multi-task ADAS system on FPGAJinzhang Peng, Lu Tian, Xijie Jia, Haotian Guo, Yongsheng Xu, Dongliang Xie, Hong Luo, Yi Shan, Yu Wang 0002. 171-174 [doi]
- Classification of Cardiac Arrhythmias Based on Artificial Neural Networks and Continuous-in-Time Discrete-in-Amplitude Signal FlowYang Zhao, Simon Lin, Zhongxia Shang, Yong Lian. 175-178 [doi]
- Improved Convolutional Neutral Network Based Model for Small Visual Object Detection in Autonomous DrivingShijin Song, Yongxin Zhu 0001, Junjie Hou, Yu Zheng, Tian Huang, Sen Du. 179-183 [doi]
- Accelerating CNN-RNN Based Machine Health Monitoring on FPGAXiaoyu Feng, Jinshan Yue, Qingwei Guo, Huazhong Yang, Yongpan Liu. 184-188 [doi]
- Heart Rate Estimation from Ballistocardiogram Using Hilbert Transform and Viterbi DecodingQingsong Xie, Yongfu Li, Guoxing Wang, Yong Lian. 189-193 [doi]
- Automatic HCC Detection Using Convolutional Network with Multi-Magnification Input ImagesWei-Che Huang, Pau-Choo Chung, Hung-Wen Tsai, Nan-Haw Chow, Ying-Zong Juang, Hann-Huei Tsai, Shih-Hsuan Lin, Cheng-Hsiung Wang. 194-198 [doi]
- Using A Cropping Technique or Not: Impacts on SVM-based AMD Detection on OCT ImagesCheng-En Ko, Po-Han Chen, Wei-Ming Liao, Cheng-Kai Lu, Cheng-Hung Lin, Jing-Wen Liang. 199-200 [doi]
- AI-Based Edge-Intelligent Hypoglycemia Prediction System Using Alternate Learning and Inference Method for Blood Glucose Level Data with Low-periodicityTran Minh Quan, Takuyoshi Doike, Cong Dang Bui, Kenya Hayashi, Shigeki Arata, Atsuki Kobayashi, Md. Zahidul Islam, Kiichi Niitsu. 201-206 [doi]
- A Deep Learning Based Wearable Medicines Recognition System for Visually Impaired PeopleWan-Jung Chang, Yue-Xun Yu, Jhen-Hao Chen, Zhi-Yao Zhang, Sung-Jie Ko, Tsung-Han Yang, Chia-Hao Hsu, Liang-Bi Chen, Ming-Che Chen. 207-208 [doi]
- Autopiler: An AI Based Framework for Program Autotuning and Options RecommendationKang-Lin Wang, Chi-Bang Kuan, Jiann-Fuh Liaw, Wei-Liang Kuo. 209-213 [doi]
- ONNC: A Compilation Framework Connecting ONNX to Proprietary Deep Learning AcceleratorsWei-Fen Lin, Der-Yu Tsai, Luba Tang, Cheng-Tao Hsieh, Cheng-Yi Chou, Ping-Hao Chang, Luis Hsu. 214-218 [doi]
- Flyintel - a Platform for Robot Navigation based on a Brain-Inspired Spiking Neural NetworkHuang-Yu Yao, Hsuan-Pei Huang, Yu-Chi Huang, Chung-Chuan Lo. 219-220 [doi]
- A Learnable Unmanned Smart Logistics Prototype System Design and ImplementationI-Lok Cheng, Ching-Hwa Cheng, Don-Gey Liu. 221-224 [doi]
- On Automatic Generation of Training Images for Machine Learning in Automotive ApplicationsTong-Yu Hsieh, Yuan-cheng Lin, Hsin-Yung Shen. 225-228 [doi]
- Online Anomaly Detection in HPC SystemsAndrea Borghesi, Antonio Libri, Luca Benini, Andrea Bartolini. 229-233 [doi]
- Configurable Texture Unit for Convolutional Neural Networks on Graphics Processing UnitsYi-Hsiang Chen, Shao-Yi Chien. 234-238 [doi]
- Implementation of STDP Learning for Non-volatile Memory-based Spiking Neural Network using Comparator MetastabilitySang-gyun Gi, Injune Yeo, Byung Geun Lee. 239-243 [doi]
- Heterogeneous Activation Function Extraction for Training and Optimization of SNN SystemsAmir Zjajo, Sumeet S. Kumar, Rene van Leuken. 244-245 [doi]
- Performance Trade-offs in Weight Quantization for Memory-Efficient InferencePablo M. Tostado, Bruno U. Pedroni, Gert Cauwenberghs. 246-250 [doi]
- Elastic Neural Networks for ClassificationYi Zhou, Yue Bai, Shuvra S. Bhattacharyya, Heikki Huttunen. 251-255 [doi]
- Optimizations of Scatter Network for Sparse CNN AcceleratorsSunwoo Kim, Chungman Lee, Haesung Park, Jooho Wang, Sungkyung Park, Chester Sungchung Park. 256-257 [doi]
- Fast Convolution Algorithm for Convolutional Neural NetworksTae-Sun Kim, Jihoon Bae, Myung Hoon Sunwoo. 258-261 [doi]
- AnalogHTM: Memristive Spatial Pooler Learning with BackpropagationOlga Krestinskaya, Alex Pappachen James. 262-266 [doi]
- Analog Weights in ReRAM DNN AcceleratorsJason Kamran Eshraghian, Sung-Mo Steve Kang, Seungbum Baek, Garrick Orchard, Herbert Ho-Ching Iu, Wen Lei. 267-271 [doi]
- AMSNet: Analog Memristive System Architecture for Mean-Pooling with Dropout Convolutional Neural NetworkOlga Krestinskaya, Adilya Bakambekova, Alex Pappachen James. 272-273 [doi]
- Binarized Neural Network with Stochastic MemristorsOlga Krestinskaya, Otaniyoz Otaniyozov, Alex Pappachen James. 274-275 [doi]
- Exploration of Automatic Mixed-Precision Search for Deep Neural NetworksXuyang Guo, Yuanjun Huang, Hsin-Pai Cheng, Bing Li, Wei Wen, Siyuan Ma, Hai Li, Yiran Chen. 276-278 [doi]
- Extended Bit-Plane Compression for Convolutional Neural Network AcceleratorsLukas Cavigelli, Luca Benini. 279-283 [doi]
- Multi-level Weight Indexing Scheme for Memory-Reduced Convolutional Neural NetworkJongmin Park, Seungsik Moon, Younghoon Byun, Sunggu Lee, Youngjoo Lee. 284-287 [doi]
- Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural NetworksTifenn Hirtzlin, Marc Bocquet, J.-O. Klein, Etienne Nowak, Elisa Vianello, Jean Michel Portal, Damien Querlioz. 288-292 [doi]
- Modern Architecture Style Transfer for Ruin BuildingsChia-Ching Wang, Hsin-Hua Liu, Soo-Chang Pei, Kuan-Hsien Liu, Tsung-Jung Liu. 293-294 [doi]
- Age Estimation on Low Quality Face ImagesKuan-Hsien Liu, Hsin-Hua Liu, Soo-Chang Pei, Tsung-Jung Liu, Chun-Te Chang. 295-296 [doi]
- SIFT Features and SVM Learning based Sclera Recognition Method with Efficient Sclera Segmentation for Identity IdentificationSheng-Yu He, Chih-Peng Fan. 297-298 [doi]
- Low Precision Electroencephalogram for Seizure Detection with Convolutional Neural NetworkNhan Duy Truong, Omid Kavehei. 299-301 [doi]
- Intelligent Policy Selection for GPU Warp SchedulerLih-Yih Chiou, Tsung-Han Yang, Jian-Tang Syu, Che-Pin Chang, Yeong-Jar Chang. 302-303 [doi]
- SMURFF: a High-Performance Framework for Matrix FactorizationTom Vander Aa, Imen Chakroun, Thomas J. Ashby. 304-308 [doi]
- Spatial Data Dependence Graph Simulator for Convolutional Neural Network AcceleratorsJooho Wang, Jiwon Kim, Sungmin Moon, Sunwoo Kim, Sungkyung Park, Chester Sungchung Park. 309-310 [doi]
- AIP: Saving the DRAM Access Energy of CNNs Using Approximate Inner ProductsCheng-Hsuan Cheng, Ren-Shuo Liu. 311-315 [doi]