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ORCIDSiPS 2018: Cape Town, South Africa
- 2018 IEEE International Workshop on Signal Processing Systems, SiPS 2018, Cape Town, South Africa, October 21-24, 2018. IEEE 2018, ISBN 978-1-5386-6318-9
Special Session: Recent Advances in Architectures for Machine Learning
- Aayush Ankit, Abhronil Sengupta, Kaushik Roy:
Neuromorphic Computing Across the Stack: Devices, Circuits and Architectures. 1-6 - Anaam Ansari, Tokunbo Ogunfunmi
:
Selective Data Transfer from DRAMs for CNNs. 7-12 - Shihui Yin, Xiaoyu Sun, Shimeng Yu, Jae-sun Seo, Chaitali Chakrabarti:
A Parallel RRAM Synaptic Array Architecture for Energy-Efficient Recurrent Neural Networks. 13-18 - Amogh Agrawal, Kaushik Roy:
RECache: ROM-Embedded 8-Transistor SRAM Caches for Efficient Neural Computing. 19-24
DSP Algorithms
- Payal Gupta, Monika Agrawal:
DOA Estimation of Non-Circular Signals using Fourth Order Cumulant in Underdetermined Cases. 25-30 - Naty Ould Sidaty, Pierre-Loup Cabarat, Wassim Hamidouche, Daniel Ménard, Olivier Déforges:
Performance and Computational Complexity of the Future Video Coding. 31-36 - Stanislaw Gorlow:
Construction of Ambience Bases from Weighing Matrices with Application in Spatial Audio Coding. 37-41 - Jyoti Maheshwari, Rushi Jariwala, Somanath Pradhan, Nithin V. George:
Sparsity Aware Hybrid Adaptive Algorithms for Modeling Acoustic Paths. 42-46
Wireless Communications
- Jesus Rodriguez Sanchez, Fredrik Rusek, Muris Sarajlic, Ove Edfors, Liang Liu:
Fully Decentralized Massive MIMO Detection Based on Recursive Methods. 53-58 - Yaping Zhang, Zhizhen Wu, Chunguo Li, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Expectation Propagation Detection with Neumann-Series Approximation for Massive MIMO. 59-64 - Yufeng Yang, Wence Zhang, Jiejun Jin, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Efficient Compressed Landweber Detector for Massive MIMO. 65-70 - Oluwagbemiga O. Shoewu, Mary A. Adedoyin, Lateef Adesola Akinyemi, Lawrence I. Oborkhale:
Fuzzy-logic Based Path Loss Models for Metropolitan Environment. 71-76 - Sulaiman Saleem Patel, Tahmid Al-Mumit Quazi, Hongjun Xu:
A Genetic Algorithm for Designing Uncoded Space-Time Labelling Diversity Mappers. 77-82
Posters I
- Gabriele Coppolino, Carlo Condo, Guido Masera, Warren J. Gross:
Efficient Operation Scheduling in Successive-Cancellation-based polar decoders. 83-87 - Bin-Syh Yu, Yu Tsao, Shao-Wen Yang, Yen-Kuang Chen, Shao-Yi Chien:
Architecture Design of Convolutional Neural Networks for Face Detection on an FPGA Platform. 88-93 - Jichen Wang, Jun Lin, Zhongfeng Wang:
Bandwidth Efficient Architectures for Convolutional Neural Network. 94-99 - Kazuki Yamada, Haruki Mori, Tetsuya Youkawa, Yuki Miyauchi, Shintaro Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi:
Adaptive Learning Rate Adjustment with Short-Term Pre-Training in Data-Parallel Deep Learning. 100-105 - Yuqing Ren, Feng Shu, Liping Li, Zaichen Zhang, Xiaohu You, Chuan Zhang:
A Novel D-Metric for Blind Detection of Polar Codes. 106-111 - Jake Eden, Thomas Kawchak, Vijaykrishnan Narayanan:
Indoor Navigation using Text Extraction. 112-117 - Arul K. Subbiah, Tokunbo Ogunfunmi:
Memory-efficient Error Correction Scheme for Flash Memories using GPU. 118-122 - Pei-Yun Tsai, Xiao-Sheng Huang:
Design of Iterative Hybrid Beamforming for Multi-User mmWave Massive MIMO Systems. 123-128 - Yangcan Zhou, Jun Lin, Jichen Wang, Zhongfeng Wang:
Approximate Comparator: Design and Analysis. 129-133
Algorithm-Architecture Codesign
- Narges Mohammadi Sarband, Oscar Gustafsson, Mario Garrido:
Obtaining Minimum Depth Sum of Products from Multiple Constant Multiplication. 134-139 - Jian Zhou, Chaitali Chakrabarti:
Parallel Wavelet-based Bayesian Compressive Sensing based on Gibbs Sampling. 140-145 - Sarfaraz Ahmed, Tahsin Sadia, Mahir Ashab Ahmed Kushal, Tanzilur Rahman:
Cost and Energy Efficient Solution for Solid Waste Bin Monitoring and Analysis. 146-151 - Jiejun Jin, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Massive MIMO Detection based on Barzilai-Borwein Algorithm. 152-157 - Yahui Ji, Zhizhen Wu, Yifei Shen, Jun Lin, Zaichen Zhang, Xiaohu You, Chuan Zhang:
A Low-Complexity Massive MIMO Detection Algorithm Based on Matrix Partition. 158-163
Special Session: Computing for Radio-Astronomy
- Nicolas Sourbier, Jean-François Nezan, Cyril Tasse, Julien Hascoet:
Optimization of Calibration Algorithms on a Manycore Embedded Platform. 164-169 - Mickaël Seznec, Nicolas Gac, André Ferrari, François Orieux:
A Study on Convolution using Half-Precision Floating-Point Numbers on GPU for Radio Astronomy Deconvolution. 170-175 - Erik Ryman, Christoffer Fougstedt, Lars J. Svensson, Per Larsson-Edefors:
Custom versus Cell-Based ASIC Design for Many-Channel Correlators. 176-180 - Elia Fankhauser, Jürgen Wassner:
FPGA Implementation of a Multi-Channel Continuous-Throughput FFT Processor. 181-186
Accelerators
- Chongzhou Fang, Ziyuan Shen, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Synthesizing a Neuron Using Chemical Reactions. 187-192 - Joonas Multanen, Heikki Kultala, Pekka Jääskeläinen, Timo Viitanen, Aleksi Tervo, Jarmo Takala:
LoTTA: Energy-Efficient Processor for Always-On Applications. 193-198 - Koichi Kajihara, Shintaro Izumi, Seiya Yoshida, Yuji Yano, Hiroshi Kawaguchi, Masahiko Yoshimoto:
Hardware Implementation of Autoregressive Model Estimation Using Burg's Method for Low-Energy Spectral Analysis. 199-204 - Shih-Yi Wu, Yu-Sheng Lin, Wei-Chih Tu, Shao-Yi Chien:
Hardware-Efficient Two-Stage Saliency Detection. 205-210 - Manqing Mao, Xiaoyu Sun, Xiaochen Peng, Shimeng Yu, Chaitali Chakrabarti:
A Versatile ReRAM-based Accelerator for Convolutional Neural Networks. 211-216
Applications
- Rajarshi Saha, Bijit K. Das, Mrityunjoy Chakraborty:
Sparsity Aware Fast Block LMS Algorithms for MIMO Radar Imaging. 217-222 - Ahmed M. Abdelhameed, Hisham G. Daoud, Magdy A. Bayoumi:
Epileptic Seizure Detection using Deep Convolutional Autoencoder. 223-228 - Tashreque Mohammed Haq, Safkat Arefin, Shamiur Rahman, Tanzilur Rahman:
Extraction of Fetal ECG from Maternal Abdominal Record in the 3rd Trimester of Gestation using R-R Interval Windowing Technique. 229-234 - Vasily G. Moshnyaga, Juntaro Shioyama, Koji Hashimoto:
A Camera-Based Approach to Prevent Fingerprint Hacking. 235-240 - Yangyang Zhang, Erchin Serpedin:
Outage Probability Analysis in a Cooperative Non-orthogonal Multiple Access Relaying Network. 241-246
Posters II
- Ting-Yun Hsiao, Yung-Chang Chang, Ching-Te Chiu:
Filter-based Deep-Compression with Global Average Pooling for Convolutional Networks. 247-251 - Bin Dai, Rongke Liu, Zhiyuan Yan:
New Min-Sum Decoders Based on Deep Learning for Polar Codes. 252-257 - Laura Conde-Canencia, Lara Dolecek:
Nanopore DNA Sequencing Channel Modeling. 258-262 - Apostolos Modas, Simone Casale Brunet, Robert J. Stewart, Endri Bezati, Junaid Jameel Ahmad, Marco Mattavelli:
Shared-variable Synchronization Approaches for Dynamic Data Flow Programs. 263-268 - Kai-Yen Wang, Yun-Lung Ho, Yu-De Huang, Wai-Chi Fang:
A 16 Channel Real-Time EEG Processing Based on ORICA Algorithm using 28nm CMOS Technology. 269-274 - Yanzhou Liu, Lee Barford, Shuvra S. Bhattacharyya:
Generalized Graph Connections for Dataflow Modeling of DSP Applications. 275-280 - Abu Talha Khan, Sadia Afrin, Tanzilur Rahman:
Comparison of Principal Component Analysis and Partial Least Square Discriminant Analysis in the Classification of EEG signals. 281-286 - Bing Liu, Rongke Liu, Zhanxian Liu, Ling Zhao:
An Efficient Implementation of LDPC Decoders on ARM Processors. 287-291 - Sheng Guan, Weicheng He, Wenjin Gu, Yuanzhao Hou, Yun Chen, Xiaoyang Zeng:
Multi-mode Study of Deep Learning Applications in Acoustic Signal Processing. 292-295
Special Session: Signal Processing for Signal/Video and IoT Energy
- Promila Agarwal, Minqiang Jiang, Nam Ling, Jianhua Zheng, Philipp Zhang:
Enhanced Intra Prediction Mode Coding by using Reference Samples. 296-299 - Ying Liu, Shuai Zhang, Fuping Wang, Nam Ling:
Tread Pattern Image Classification using Convolutional Neural Network Based on Transfer Learning. 300-305 - Pavel Arnaudov, Tokunbo Ogunfunmi:
Raster Search Resolution Analysis for Fast Motion Estimation in HD Video Compression. 306-311 - Alejandro Hernandez Gerez, Kavin Kamaraj, Ramzi A. Nofal, Yuhong Liu, Behnam Dezfouli:
Energy and Processing Demand Analysis of TLS Protocol in Internet of Things Applications. 312-317 - Xunfei Jiang, Yuhong Liu, Xiaojun Ruan, Tuguldur Baigalmaa, Lam Nguyen, Daiki Akiyoshi, Charles Peck:
Energy Modeling of Cluster System. 318-323
Design Methods
- Yuchen Zhuang, Chongzhou Fang, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Arithmetic Computations Based on Chemical Reaction Networks. 324-329 - H. T. Kung, Bradley McDanel, Sai Qian Zhang:
Mapping Systolic Arrays onto 3D Circuit Structures: Accelerating Convolutional Neural Network Inference. 330-336 - Anatoly Prihozhy, Simone Casale Brunet, Endri Bezati, Marco Mattavelli:
Efficient Dynamic Optimisation Heuristics for Dataflow Pipelines. 337-342 - John-Philip Taylor, Simon Winberg:
ALCHA: Introducing Arbitrary Fixed-point and Procedural Programming to FPGA Firmware Design. 343-348 - Alen Stojanov, Tyler Michael Smith, Dan Alistarh, Markus Püschel:
Fast Quantized Arithmetic on x86: Trading Compute for Data Movement. 349-354
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