FPGA A

51 papers

YearTitle / Authors
20213M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud.
Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Hongren Zheng, Yusong Wu, Fan Zhang, Xinhao Yang, Yi Cai, Yu Wang, Huazhong Yang
2021A Framework for Customizable FPGA-based Image Registration Accelerators.
Davide Conficconi, Eleonora D'Arnese, Emanuele Del Sozzo, Donatella Sciuto, Marco D. Santambrogio
2021A Framework for Optimizing GCN Inference on FPGA.
Bingyi Zhang, Rajgopal Kannan, Viktor K. Prasanna
2021APCNN: Explore Multi-Layer Cooperation for CNN Optimization and Acceleration on FPGA.
Beilei Jiang, Xianwei Cheng, Sihai Tang, Xu Ma, Zhaochen Gu, Hui Zhao, Song Fu
2021An FPGA-based 7-ENOB 600 MSample/s ADC without any External Components.
Lukas Leuenberger, Dorian Amiet, Tao Wei, Paul Zbinden
2021Are We Alone? Searching for ET with FPGAs.
Dan Werthimer
2021AutoBridge: Coupling Coarse-Grained Floorplanning and Pipelining for High-Frequency HLS Design on Multi-Die FPGAs.
Licheng Guo, Yuze Chi, Jie Wang, Jason Lau, Weikang Qiao, Ecenur Ustun, Zhiru Zhang, Jason Cong
2021AutoDSE: Enabling Software Programmers Design Efficient FPGA Accelerators.
Atefeh Sohrabizadeh, Cody Hao Yu, Min Gao, Jason Cong
2021AutoSA: A Polyhedral Compiler for High-Performance Systolic Arrays on FPGA.
Jie Wang, Licheng Guo, Jason Cong
2021Classifying Computations on Multi-Tenant FPGAs.
Mustafa S. Gobulukoglu, Colin Drewes, Bill Hunter, Dustin Richmond, Ryan Kastner
2021Clockwork: Resource-Efficient Static Scheduling for Multi-Rate Image Processing Applications on FPGAs.
Dillon Huff, Steve Dai, Pat Hanrahan
2021CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs.
Qijing Huang, Dequan Wang, Zhen Dong, Yizhao Gao, Yaohui Cai, Tian Li, Bichen Wu, Kurt Keutzer, John Wawrzynek
2021DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference.
Yuan Meng, Sanmukh R. Kuppannagari, Rajgopal Kannan, Viktor K. Prasanna
2021Demystifying the Memory System of Modern Datacenter FPGAs for Software Programmers through Microbenchmarking.
Alec Lu, Zhenman Fang, Weihua Liu, Lesley Shannon
2021Design Principles for Packet Deparsers on FPGAs.
Thomas Luinaud, Jeferson Santiago da Silva, J. M. Pierre Langlois, Yvon Savaria
2021Efficient FPGA Modular Multiplication Implementation.
Martin Langhammer, Bogdan Pasca
2021Exploring PGAS Communication for Heterogeneous Clusters with FPGAs.
Varun Sharma, Paul Chow
2021Extending High-Level Synthesis for Task-Parallel Programs.
Yuze Chi, Licheng Guo, Young-kyu Choi, Jie Wang, Jason Cong
2021FABulous: An Embedded FPGA Framework.
Dirk Koch, Nguyen Dao, Bea Healy, Jing Yu, Andrew Attwood
2021FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28 - March 2, 2021
Lesley Shannon, Michael Adler
2021Folded Integer Multiplication for FPGAs.
Martin Langhammer, Bogdan Pasca
2021FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations.
Yichi Zhang, Junhao Pan, Xinheng Liu, Hongzheng Chen, Deming Chen, Zhiru Zhang
2021Fuzzing High-Level Synthesis Tools.
Zewei Du, Yann Herklotz, Nadesh Ramanathan, John Wickerson
2021Global Is the New Local: FPGA Architecture at 5nm and Beyond.
Stefan Nikolic, Francky Catthoor, Zsolt Tokei, Paolo Ienne
2021GraSU: A Fast Graph Update Library for FPGA-based Dynamic Graph Processing.
Qinggang Wang, Long Zheng, Yu Huang, Pengcheng Yao, Chuangyi Gui, Xiaofei Liao, Hai Jin, Wenbin Jiang, Fubing Mao
2021HBM Connect: High-Performance HLS Interconnect for FPGA HBM.
Young-kyu Choi, Yuze Chi, Weikang Qiao, Nikola Samardzic, Jason Cong
2021Interactive Debugging at IP Block Interfaces in FPGAs.
Marco Antonio Merlini, Isamu Poy, Paul Chow
2021LEAP: A Deep Learning based Aging-Aware Architecture Exploration Framework for FPGAs.
Behnam Ghavami, Seyed Milad Ebrahimi, Zhenman Fang, Lesley Shannon
2021MLBlocks: FPGA Blocks for Machine Learning Applications.
Seyedramin Rasoulinezhad, David Boland, Philip H. W. Leong
2021MOCHA: Multinode Cost Optimization in Heterogeneous Clouds with Accelerators.
Peipei Zhou, Jiayi Sheng, Cody Hao Yu, Peng Wei, Jie Wang, Di Wu, Jason Cong
2021Modeling FPGA-Based Systems via Few-Shot Learning.
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal
2021NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD.
Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing
2021NPE: An FPGA-based Overlay Processor for Natural Language Processing.
Hamza Khan, Asma Khan, Zainab Khan, Lun Bin Huang, Kun Wang, Lei He
2021NetCracker: A Peek into the Routing Architecture of Xilinx 7-Series FPGAs.
Morten B. Petersen, Stefan Nikolic, Mirjana Stojilovic
2021PRGA: An Open-Source FPGA Research and Prototyping Framework.
Ang Li, David Wentzlaff
2021Probabilistic Optimization for High-Level Synthesis.
Jianyi Cheng, John Wickerson, George A. Constantinides
2021PyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow.
Sitao Huang, Kun Wu, Hyunmin Jeong, Chengyue Wang, Deming Chen, Wen-Mei Hwu
2021RIFL: A Reliable Link Layer Network Protocol for FPGA-to-FPGA Communication.
Qianfeng Clark Shen, Jun Zheng, Paul Chow
2021Reconfigurable Acceleration of Short Read Mapping with Biological Consideration.
Ho-Cheung Ng, Izaak Coleman, Shuanglong Liu, Wayne Luk
2021Resource Sharing in Dataflow Circuits.
Lana Josipovic, Axel Marmet, Andrea Guerrieri, Paolo Ienne
2021S2N2: A FPGA Accelerator for Streaming Spiking Neural Networks.
Alireza Khodamoradi, Kristof Denolf, Ryan Kastner
2021SWIFT: Small-World-based Structural Pruning to Accelerate DNN Inference on FPGA.
Yufei Ma, Gokul Krishnan, Yu Cao, Le Ye, Ru Huang
2021ScalaBFS: A Scalable BFS Accelerator on FPGA-HBM Platform.
Chenhao Liu, Zhiyuan Shao, Kexin Li, Minkang Wu, Jiajie Chen, Ruoshi Li, Xiaofei Liao, Hai Jin
2021Scientific Applications of FPGAs at the LHC.
Philip Harris
2021Simulating and Evaluating a Quaternary Logic FPGA Based on Floating-gate Memories and Voltage Division.
Ayokunle Fadamiro, Pouyan Rezaie, Spencer K. Millican, Christopher Harris
2021Stealing Neural Network Structure through Remote FPGA Side-channel Analysis.
Yicheng Zhang, Rozhin Yasaei, Hao Chen, Zhou Li, Mohammad Abdullah Al Faruque
2021Stratix 10 NX Architecture and Applications.
Martin Langhammer, Eriko Nurvitadhi, Bogdan Pasca, Sergey Gribok
2021Tensor Slices to the Rescue: Supercharging ML Acceleration on FPGAs.
Aman Arora, Samidh Mehta, Vaughn Betz, Lizy K. John
2021ThunderGP: HLS-based Graph Processing Framework on FPGAs.
Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2021Top-down Physical Design of Soft Embedded FPGA Fabrics.
Prashanth Mohan, Oguz Atli, Onur O. Kibar, V. Mohammed Zackriya, Larry T. Pileggi, Ken Mai
2021Triggered Scheduling: Efficient Detection of Dataflow Network Idleness on Heterogeneous Systems.
Mahyar Emami, Endri Bezati, Jörn W. Janneck, James R. Larus