FPGA A

39 papers

YearTitle / Authors
2022A High Throughput Multi-bit-width 3D Systolic Accelerator for NAS Optimized Deep Neural Networks on FPGA.
Mingqiang Huang, Yucen Liu, Quan Cheng, Shuxin Yang, Kai Li, Junyi Luo, Zhengke Yang, Qiufeng Li, Hao Yu, Changhai Man
2022Accelerating Constraint-Based Causal Discovery by Shifting Speed Bottleneck.
Ce Guo, Wayne Luk
2022Accelerating SSSP for Power-Law Graphs.
Yuze Chi, Licheng Guo, Jason Cong
2022An FPGA-based RNN-T Inference Accelerator with PIM-HBM.
Shinhaeng Kang, Sukhan Lee, Byeongho Kim, Hweesoo Kim, Kyomin Sohn, Nam Sung Kim, Eojin Lee
2022An Integrity Checking Framework for AXI Protocol in Multi-tenant FPGA.
Yukui Luo, Yuheng Zhang, Shijin Duan, Xiaolin Xu
2022Automated Accelerator Optimization Aided by Graph Neural Networks.
Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
2022Co-Design for Energy Efficient and Fast Genomic Search: Interleaved Bloom Filter on FPGA.
Marius Knaust, Enrico Seiler, Knut Reinert, Thomas Steinke
2022DecGNN: A Framework for Mapping Decoupled GNN Models onto CPU-FPGA Heterogeneous Platform.
Bingyi Zhang, Hanqing Zeng, Viktor K. Prasanna
2022Efficient FPGA-based ECDSA Verification Engine For Permissioned Blockchains.
Rashmi Agrawal, Ji Yang, Haris Javaid
2022End-to-End Acceleration of Homomorphic Encrypted CNN Inference on FPGAs.
Tian Ye, Rajgopal Kannan, Viktor K. Prasanna
2022FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization.
Mengshu Sun, Zhengang Li, Alec Lu, Yanyu Li, Sung-En Chang, Xiaolong Ma, Xue Lin, Zhenman Fang
2022FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022 - 1 March 2022
Michael Adler, Paolo Ienne
2022FPGA Accelerators for Robust Visual SLAM on Humanoid Robots.
Maria Rafaela Gkeka, Alexandros Patras, Nikolaos Tavoularis, Stylianos Piperakis, Emmanouil Hourdakis, Panos E. Trahanias, Christos D. Antonopoulos, Spyros Lalis, Nikolaos Bellas
2022FPGA-based Trainable Autoencoder for Communication Systems.
Jonas Ney, Sebastian Dörner, Matthias Herrmann, Mohammad Hassani Sadi, Jannis Clausius, Stephan ten Brink, Norbert Wehn
2022Finding and Finessing Static Islands in Dynamically Scheduled Circuits.
Jianyi Cheng, John Wickerson, George A. Constantinides
2022HMT: A Hardware-Centric Hybrid Bonsai Merkle Tree Algorithm for High-Performance Authentication.
Rakin Muhammad Shadab, Yu Zou, Sanjay Gandham, Amro Awad, Mingjie Lin
2022HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform.
Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna
2022Hardware Acceleration of Nonparametric Belief Propagation for Efficient Robot Manipulation.
Yanqi Liu, Anthony Opipari, Théo Guérin, Ruth Iris Bahar
2022HeteroFlow: An Accelerator Programming Model with Decoupled Data Placement for Software-Defined FPGAs.
Shaojie Xiang, Yi-Hsiang Lai, Yuan Zhou, Hongzheng Chen, Niansong Zhang, Debjit Pal, Zhiru Zhang
2022HiPR: Fast, Incremental Custom Partial Reconfiguration for HLS Developers.
Yuanlong Xiao, André DeHon
2022High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS: A Case Study on SpMV.
Yixiao Du, Yuwei Hu, Zhongchun Zhou, Zhiru Zhang
2022Highly Scalable Runtime Countermeasure Against Microprobing Attacks on Die-to-Die Interconnections in System-in-Package.
Zhenyu Xu, Thomas Mauldin, Qing Yang, Tao Wei
2022How to Shrink My FPGAs - Optimizing Tile Interfaces and the Configuration Logic in FABulous FPGA Fabrics.
King Lok Chung, Nguyen Dao, Jing Yu, Dirk Koch
2022Logic Scaling Options for the Next 10 Years: From FinFet to CFET, from Dual Damascene to Semi Damascene.
Zsolt Tokei
2022Logic Shrinkage: Learned FPGA Netlist Sparsity for Efficient Neural Network Inference.
Erwei Wang, James J. Davis, Georgios-Ilias Stavrou, Peter Y. K. Cheung, George A. Constantinides, Mohamed S. Abdelfattah
2022MAQO: A Scalable Many-Core Annealer for Quadratic Optimization on a Stratix 10 FPGA.
Mohammad Bagherbeik, Wentao Xu, Seyed Farzad Mousavi, Kouichi Kanda, Hirotaka Tamura, Ali Sheikholeslami
2022MathRAMs: Configurable Fused Compute-Memory Blocks for FPGAs.
Aman Arora, Aatman Borda, Tanmay Anand, Bagus Hanindhito, Lizy K. John
2022Multi-input Serial Adders for FPGA-like Computational Fabric.
Herman Schmit, Matthew Denton
2022N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores.
Yu Gong, Zhihan Xu, Zhezhi He, Weifeng Zhang, Xiaobing Tu, Xiaoyao Liang, Li Jiang
2022REMOT: A Hardware-Software Architecture for Attention-Guided Multi-Object Tracking with Dynamic Vision Sensors on FPGAs.
Yizhao Gao, Song Wang, Hayden Kwok-Hay So
2022RapidStream: Parallel Physical Implementation of FPGA HLS Designs.
Licheng Guo, Pongstorn Maidee, Yun Zhou, Chris Lavin, Jie Wang, Yuze Chi, Weikang Qiao, Alireza Kaviani, Zhiru Zhang, Jason Cong
2022Revisiting PathFinder Routing Algorithm.
Yue Zha, Jing Li
2022SPA-GCN: Efficient and Flexible GCN Accelerator with Application for Graph Similarity Computation.
Atefeh Sohrabizadeh, Yuze Chi, Jason Cong
2022Sextans: A Streaming Accelerator for General-Purpose Sparse-Matrix Dense-Matrix Multiplication.
Linghao Song, Yuze Chi, Atefeh Sohrabizadeh, Young-kyu Choi, Jason Lau, Jason Cong
2022Synthesized Garbage Collection for FPGA Accelerators.
Martha Barker, Stephen A. Edwards, Martha A. Kim
2022The Virtuous Cycles of Determinism: Programming Groq's Tensor Streaming Processor.
Satnam Singh
2022Towards Agile DNN Accelerator Design Using Incremental Synthesis on FPGAs.
Qingcheng Xiao, Yun Liang
2022Ultra Low-Complexity Implementation of Binary Ring-LWE based Post-Quantum Cryptography on FPGA Platform.
Jiafeng Xie, Pengzhou He, Tianyou Bao
2022Yosys+Odin-II: The Odin-II Partial Mapper with Yosys Coarse-grained Netlists in VTR.
Seyed Alireza Damghani, Kenneth B. Kent