AccMER: Accelerating Multi-Agent Experience Replay with Cache Locality-Aware Prioritization
Gogineni, Kailash, Mei, Yongsheng, Lan, Tian, Wei, Peng, Venkataramani, Guru
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
Audio DSP to FPGA Compilation
Popoff, Maxime, Michon, Romain, Risset, Tanguy, Cochard, Pierre, Letz, Stephane, Orlarey, Yann, De Dinechin, Florent
Published in Proceedongs of 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (01.07.2023)
Published in Proceedongs of 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (01.07.2023)
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Conference Proceeding
A Novel FPGA-Based Circuit Simulator for Accelerating Reinforcement Learning-Based Design of Power Converters
Xu, Zhenyu, Yu, Miaoxiang, Cai, Jillian, Yang, Qing, Jeong, Yeonho, Wei, Tao
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis
Wei, Zhigang, Arora, Aman, Li, Ruihao, John, Lizy
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
FMM-X3D: FPGA-Based Modeling and Mapping of X3D for Human Action Recognition
Toupas, Petros, Bouganis, Christos-Savvas, Tzovaras, Dimitrios
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
An FFT Accelerator Using Deeply-coupled RISC-V Instruction Set Extension for Arbitrary Number of Points
Jiang, Shijie, Zou, Yi, Wang, Hao, Li, Wanwan
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
SimPyler: A Compiler-Based Simulation Framework for Machine Learning Accelerators
Braatz, Yannick, Rieber, Dennis Sebastian, Soliman, Taha, Bringmann, Oliver
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
iKnowFirst: An Efficient DPU-Assisted Compaction for LSM-Tree-Based Key-Value Stores
Chen, Jiahong, Wang, Shengzhe, Zhang, Zhihao, Wu, Suzhen, Mao, Bo
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
Enhancing RISC-V Vector Extension for Efficient Application of Post-Quantum Cryptography
Zhao, Yifan, Kuang, Honglin, Sun, Yi, Yang, Zhen, Chen, Chen, Meng, Jianyi, Han, Jun
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
SieveMem: A Computation-in-Memory Architecture for Fast and Accurate Pre-Alignment
Shahroodi, Taha, Miao, Michael, Zahedi, Mahdi, Wong, Stephan, Hamdioui, Said
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
Real-Time Zero-Day Intrusion Detection System for Automotive Controller Area Network on FPGAs
Khandelwal, Shashwat, Shreejith, Shanker
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
Efficient 1D Grouped Convolution for PyTorch a Case Study: Fast On-Device Fine-Tuning for SqueezeBERT
Mozafari, S. H., Clark, J. J., Gross, W. J., Meyer, B. H.
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
Exploiting Subword Permutations to Maximize CNN Compute Performance and Efficiency
Beyer, Michael, Gesper, Sven, Guntoro, Andre, Paya-Vaya, Guillermo, Blume, Holger
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
FieldHAR: A Fully Integrated End-to-End RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors
Liu, Mengxi, Zhou, Bo, Zhao, Zimin, Hong, Hyeonseok, Kim, Hyun, Suh, Sungho, Rey, Vitor Fortes, Lukowicz, Paul
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
Real-Time and Approximate Iterative Optical Flow Implementation on Low-Power Embedded CPUs
Millet, Maxime, Cassagne, Adrien, Rambaux, Nicolas, Lacassagne, Lionel
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding
Supporting RISC-V Performance Counters Through Linux Performance Analysis Tools
Domingos, Joao Mario, Rocha, Tiago, Neves, Nuno, Roma, Nuno, Tomas, Pedro, Sousa, Leonel
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
Published in 2023 IEEE 34th International Conference on Application-specific Systems, Architectures and Processors (ASAP) (01.07.2023)
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Conference Proceeding