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SiPS 2019: Nanjing, China
- 2019 IEEE International Workshop on Signal Processing Systems, SiPS 2019, Nanjing, China, October 20-23, 2019. IEEE 2019, ISBN 978-1-7281-1927-4
Emerging Computing Paradigms for Signal Processing and Smart Learning
- Yuanyuan Zhu, Jiafei Fu, Xu Xu, Zhongfu Ye:
Modified Complementary Joint Sparse Representations: A Novel Post-Filtering to MVDR Beamforming. 1-6 - Weikang Qian, Runsheng Wang, Yuan Wang, Marc D. Riedel
, Ru Huang:
A Survey of Computation-Driven Data Encoding. 7-12 - Haroon Waris
Design and Evaluation of a Power-Efficient Approximate Systolic Array Architecture for Matrix Multiplication. 13-18 - Yawen Zhang, Xinyue Zhang, Jiahao Song, Yuan Wang, Ru Huang, Runsheng Wang:
Parallel Convolutional Neural Network (CNN) Accelerators Based on Stochastic Computing. 19-24 - Xinbo Xu, Xinfei Jin, Fulin Su:
An ISAR Imaging Algorithm Based on RCA for Micro-Doppler Effect Suppression. 25-30 - Binbin Yong, Fei Qiao, Chen Wang, Jun Shen
Ensemble Neural Network Method for Wind Speed Forecasting. 31-36 - Menghui Xu, Weikang Qian, Zaichen Zhang, Xiaohu You
A Data Structure-Based Approximate Belief Propagation Decoder for Polar Codes. 37-42
Error-Correcting Codes
- Zengchao Yan, Wenjie Li
A Low-Complexity Error-and-Erasure Decoding Algorithm for t=2 RS Codes. 43-47 - Chao Chen, Yunghsiang S. Han, Zhongfeng Wang, Baoming Bai:
A New Inversionless Berlekamp-Massey Algorithm with Efficient Architecture. 48-53 - Yi Xu, Wenjin Wang, Zhen Xu, Xiqi Gao:
AVX-512 Based Software Decoding for 5G LDPC Codes. 54-59
Hardware Security and Hardware Implementation of Emerging Cryptographic Primitives
- Yuanyong Luo
CLA Formula Aided Fast Architecture Design for Clustered Look-Ahead Pipelined IIR Digital Filter. 60-66 - Phillip Shvartsman, Xinmiao Zhang:
Side Channel Attack Resistant AES Design Based on Finite Field Construction Variation. 67-72 - Wenjian Liu, Xiayuan Wen, Jun Lin, Zhongfeng Wang, Li Du:
EAGLE: Exploiting Essential Address in Both Weight and Activation to Accelerate CNN Computing. 73-78 - Yijun Cui, Chenghua Wang, Yunpeng Chen, Ziwei Wei, Mengxian Chen, Weiqiang Liu:
Dynamic Reconfigurable PUFs Based on FPGA. 79-84 - Weihang Tan, Aengran Au, Benjamin Aase, Shuhong Aao, Yingjie Lao:
An Efficient Polynomial Multiplier Architecture for the Bootstrapping Algorithm in a Fully Homomorphic Encryption Scheme. 85-90 - Jiang Li
Theoretical Analysis of Configurable RO PUFs and Strategies to Enhance Security. 91-96 - Jing Tian, Jun Lin, Zhongfeng Wang:
Ultra-Fast Modular Multiplication Implementation for Isogeny-Based Post-Quantum Cryptography. 97-102
Improving the Performance of Autonomous Systems: Algorithm, Hardware and Application
- Luca Ferranti, Jani Boutellier:
Towards Algebraic Modeling of GPU Memory Access for Bank Conflict Mitigation. 103-108 - Chunpeng Wu, Ang Li, Bing Li, Yiran Chen:
Efficiently Learning a Robust Self-Driving Model with Neuron Coverage Aware Adaptive Filter Reuse. 109-114 - Yilan Li, Mingyang Li, Amit K. Sanyal, Yanzhi Wang, Qinru Qiu:
Autonomous UAV with Learned Trajectory Generation and Control. 115-120 - Cong Hao, Junli Gu, Deming Chen, Atif Sarwari, Zhijie Jin, Husam Abu-Haimed, Daryl Sew, Yuhong Li, Xinheng Liu, Bryan Wu, Dongdong Fu:
A Hybrid GPU + FPGA System Design for Autonomous Driving Cars. 121-126 - Xiaowei Xu
Accurate Congenital Heart Disease Model Generation for 3D Printing. 127-130
Machine Learning
- Yi-Ta Chen, Yu-Chuan Chuang, An-Yeu Andy Wu:
AdaBoost-assisted Extreme Learning Machine for Efficient Online Sequential Classification. 131-136 - Zihui Zhu, Hengrui Gu, Zhengming Zhang, Yongming Huang, Luxi Yang:
Semantic Segmentation of Retinal Vessel Images via Dense Convolution and Depth Separable Convolution. 137-142 - Xiangyang Zhang, Hongqing Liu, Zhen Luo, Yi Zhou:
Joint Image Deblur and Poisson Denoising based on Adaptive Dictionary Learning. 143-147 - Saman Payvar, Mir Khan, Rafael Stahl, Daniel Mueller-Gritschneder
Neural Network-based Vehicle Image Classification for IoT Devices. 148-153 - Qisheng Huang, Ming Jiang, Chunming Zhao:
Learning to Design Constellation for AWGN Channel Using Auto-Encoders. 154-159 - Wonyong Sung, Lukas Lee, Jinhwan Park:
Exploration of On-device End-to-End Acoustic Modeling with Neural Networks. 160-165 - Kai-Huan Shen, Pei-Yun Tsai:
Memory Reduction through Experience Classification f or Deep Reinforcement Learning with Prioritized Experience Replay. 166-171 - Emad A. Ibrahim, Min Li, José Pineda de Gyvez:
PRESS/HOLD/RELEASE Ultrasonic Gestures and Low Complexity Recognition Based on TCN. 172-177 - Meiqi Wang, Jianqiao Mo, Jun Lin, Zhongfeng Wang, Li Du:
DynExit: A Dynamic Early-Exit Strategy for Deep Residual Networks. 178-183 - Hai Victor Habi, Hagit Messer:
RNN Models for Rain Detection. 184-188 - Jingtao Li
Improving Reliability of ReRAM-Based DNN Implementation through Novel Weight Distribution. 189-194
MIMO
- Rui Li, Tingqiang Deng, Yongming Huang, Chuan Zhang, Luxi Yang:
A Novel Approach to Angle-of-Arrival Estimation Based on Layered Ensemble Learning. 195-200 - Wei Zhang, Xuyang Gao, Yibing Shi:
Pilot-Assisted Methods for Channel Estimation in MIMO-V-OFDM Systems. 201-206 - Jing Zeng, Jun Lin, Zhongfeng Wang, Yun Chen:
Hybrid Preconditioned CG Detection with Sequential Update for Massive MIMO Systems. 207-212 - Qiufeng Liu, Hao Liu, Ying Yan, Peng Wu:
A Distributed Detection Algorithm For Uplink Massive MIMO Systems. 213-217 - Su-An Chou, Amalia Eka Rakhmania
A Unified and Flexible Eigen-Solver for Rank-Deficient Matrix in MIMO Precoding/Beamforming Applications. 218-223 - Hsiao-Yu Yeh, Yuan-Hao Huang:
Lattice-Reduction-Aided Symbol-Wise Intra-Iterative Interference Cancellation Detector for Massive MIMO System. 224-229
Polar Codes
- Haojing Hu, Rongke Liu, Baoping Feng:
Flexible and Simplified Multi-bit Successive-Cancellation List Decoding for Polar Codes. 230-235 - Zhiwei Zhong, Lulu Ge, Zaichen Zhang, Xiaohu You
Molecular Polar Belief Propagation Decoder and Successive Cancellation Decoder. 236-241 - Yann Delomier, Bertrand Le Gal, Jérémie Crenne, Christophe Jégo:
Generation of Efficient Self-adaptive Hardware Polar Decoders Using High-Level Synthesis. 242-247 - Chao Ji
Pipelined Implementations for Belief Propagation Polar Decoder: From Formula to Hardware. 248-253 - Yonghong Bai, Zhiyuan Yan:
A Secure and Robust Key Generation Method Using Physical Unclonable Functions and Polar Codes. 254-259
Practical Machine-Learning-Aided Communications Systems
- Dongming Ren, Kang Chen, Shengheng Liu
FPGA Prototyping of A Millimeter-Wave Multiple Gigabit WLAN System. 260-265 - Alexios Balatsoukas-Stimming, Christoph Studer:
Deep Unfolding for Communications Systems: A Survey and Some New Directions. 266-271 - Nghia Doan, Seyyed Ali Hashemi
Neural Dynamic Successive Cancellation Flip Decoding of Polar Codes. 272-277 - Zhengxia Ji, Mengyun Nie, Lingquan Meng, Qingran Wang, Chunguo Li, Kang Song:
On Secrecy Energy Efficiency of RF Energy Harvesting System. 278-283 - Xu Pang, Chao Yang, Zaichen Zhang, Xiaohu You, Chuan Zhang:
A Channel-Blind Decoding for LDPC Based on Deep Learning and Dictionary Learning. 284-289 - Siyu Liao, Chunhua Deng, Lingjia Liu, Bo Yuan:
Structured Neural Network with Low Complexity for MIMO Detection. 290-295 - Chance Tarver, Alexios Balatsoukas-Stimming, Joseph R. Cavallaro
Design and Implementation of a Neural Network Based Predistorter for Enhanced Mobile Broadband. 296-301
Signal Processing
- Xianxian Zhang, Trausti Kristjansson, Philip Hilmes:
SIR Beam Selector for Amazon Echo Devices Audio Front-End. 302-306 - Meiqing Liu, Shang Ma, Boen Chi, Kai Long, Qiu Huang, Bixin Zhu:
An FMCW Ranging Method with Identification Ability. 307-312 - Yixin Song, Yang Li, Cheng Zhang, Yongming Huang:
Data Driven Low-Complexity DOA Estimation for Ultra-Short Range Automotive Radar. 313-317 - Tianhao Qiao, Shunqing Zhang, Zhichao Zhang, Shan Cao, Shugong Xu
Sub-spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion. 318-323 - Elaine Crespo Marques, Nilson Maciel, Lirida A. B. Naviner
Nonlinear Functions in Learned Iterative Shrinkage-Thresholding Algorithm for Sparse Signal Recovery. 324-329 - Cheng-Ping Hsieh
Feature Selection Framework for XGBoost Based on Electrodermal Activity in Stress Detection. 330-335 - Zhongchi Fang, Zheng Cao, Lan Wang:
A Root-RARE Algorithm for DOA Estimation with Partly Calibrated Uniform Linear Arrays. 336-340 - Xun Liu, Mischa Dohler
A Data-Driven Approach to Vibrotactile Data Compression. 341-346 - Kuan-Chun Chen, Ching-Yao Chou, An-Yeu Andy Wu:
Co-Design of Sparse Coding and Dictionary Learning for Real-Time Physiological Signals Monitoring. 347-351 - Siyuan Lu, Jinming Lu
A Low-Latency and Low-Complexity Hardware Architecture for CTC Beam Search Decoding. 352-357
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