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DNNBuilder: an Automated Tool for Building High-Performance DNN Hardware Accelerators for FPGAs
Zhang, Xiaofan, Wang, Junsong, Zhu, Chao, Lin, Yonghua, Xiong, Jinjun, Hwu, Wen-mei, Chen, Deming
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Watermarking Deep Neural Networks for Embedded Systems
Guo, Jia, Potkonjak, Miodrag
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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RouteNet: Routability prediction for Mixed-Size Designs Using Convolutional Neural Network
Xie, Zhiyao, Huang, Yu-Hung, Fang, Guan-Qi, Ren, Haoxing, Fang, Shao-Yun, Chen, Yiran, Hu, Jiang
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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FELIX: Fast and Energy-Efficient Logic in Memory
Gupta, Saransh, Imani, Mohsen, Rosing, Tajana
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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PolySA: Polyhedral-Based Systolic Array Auto-Compilation
Cong, Jason, Wang, Jie
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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RFUZZ: Coverage-Directed Fuzz Testing of RTL on FPGAs
Laeufer, Kevin, Koenig, Jack, Kim, Donggyu, Bachrach, Jonathan, Sen, Koushik
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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SODA: Stencil with Optimized Dataflow Architecture
Chi, Yuze, Cong, Jason, Wei, Peng, Zhou, Peipei
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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LiteHAX: Lightweight Hardware-Assisted Attestation of Program Execution
Dessouky, Ghada, Abera, Tigist, Ibrahim, Ahmad, Sadeghi, Ahmad-Reza
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Online Human Activity Recognition using Low-Power Wearable Devices
Bhat, Ganapati, Deb, Ranadeep, Chaurasia, Vatika Vardhan, Shill, Holly, Ogras, Umit Y.
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (05.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (05.11.2018)
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DL-RSIM: A Simulation Framework to Enable Reliable ReRAM-based Accelerators for Deep Learning
Lin, Meng-Yao, Cheng, Hsiang-Yun, Lin, Wei-Ting, Yang, Tzu-Hsien, Tseng, I-Ching, Yang, Chia-Lin, Hu, Han-Wen, Chang, Hung-Sheng, Li, Hsiang-Pang, Chang, Meng-Fan
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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TGPA: Tile-Grained Pipeline Architecture for Low Latency CNN Inference
Wei, Xuechao, Liang, Yun, Li, Xiuhong, Yu, Cody Hao, Zhang, Peng, Cong, Jason
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Remote Inter-Chip Power Analysis Side-Channel Attacks at Board-Level
Schellenberg, Falk, Gnad, Dennis R.E., Moradi, Amir, Tahoori, Mehdi B.
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Designing Adaptive Neural Networks for Energy-Constrained Image Classification
Stamoulis, Dimitrios, Chin, Ting-Wu Rudy, Prakash, Anand Krishnan, Fang, Haocheng, Sajja, Sribhuvan, Bognar, Mitchell, Marculescu, Diana
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Efficient Hardware Acceleration of CNNs using Logarithmic Data Representation with Arbitrary log-base
Vogel, Sebastian, Liang, Mengyu, Guntoro, Andre, Stechele, Walter, Ascheid, Gerd
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Machine-learning-based Dynamic IR Drop Prediction for ECO
Fang, Yen-Chun, Lin, Heng-Yi, Sui, Min-Yan, Li, Chien-Mo, Fang, Eric Jia-Wei
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (05.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (05.11.2018)
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Defensive Dropout for Hardening Deep Neural Networks under Adversarial Attacks
Wang, Siyue, Wang, Xiao, Zhao, Pu, Wen, Wujie, Kaeli, David, Chin, Peter, Lin, Xue
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Deterministic Methods for Stochastic Computing using Low-Discrepancy Sequences
Najafi, M. Hassan, Lilja, David J., Riedel, Marc
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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Hardware-Aware Machine Learning: Modeling and Optimization
Marculescu, Diana, Stamoulis, Dimitrios, Cai, Ermao
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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DeepFense: Online Accelerated Defense Against Adversarial Deep Learning
Rouhani, Bita Darvish, Samragh, Mohammad, Javaheripi, Mojan, Javidi, Tara, Koushanfar, Farinaz
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
Published in 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2018)
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