Results 231 to 240 of about 384,291 (294)

ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA

Symposium on Field Programmable Gate Arrays, 2016
Long Short-Term Memory (LSTM) is widely used in speech recognition. In order to achieve higher prediction accuracy, machine learning scientists have built increasingly larger models.
Song Han, Junlong Kang, Huizi Mao, Yiming Hu, Xin Li, Yubin Li, Dongliang Xie, Hong Luo, Song Yao, Yu Wang, Huazhong Yang, W. Dally   +11 more
semanticscholar   +1 more source

Highly Efficient Architecture of NewHope-NIST on FPGA using Low-Complexity NTT/INTT

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2020
NewHope-NIST is a promising ring learning with errors (RLWE)-based postquantum cryptography (PQC) for key encapsulation mechanisms. The performance on the field-programmable gate array (FPGA) affects the applicability of NewHope-NIST.
Neng Zhang, Bohan Yang, Chen Chen, Shouyi Yin, Shaojun Wei, Leibo Liu   +5 more
semanticscholar   +1 more source

FABulous: An Embedded FPGA Framework

Symposium on Field Programmable Gate Arrays, 2021
At the end of CMOS-scaling, the role of architecture design is increasingly gaining importance. Supporting this trend, customizable embedded FPGAs are an ingredient in ASIC architectures to provide the advantages of reconfigurable hardware exactly where ...
Dirk Koch, N. Dao, Bea Healy, Jing Yu, Andrew Attwood   +4 more
semanticscholar   +1 more source

A High-Throughput and Power-Efficient FPGA Implementation of YOLO CNN for Object Detection

IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2019
Convolutional neural networks (CNNs) require numerous computations and external memory accesses. Frequent accesses to off-chip memory cause slow processing and large power dissipation.
Duy-Thanh Nguyen, Tuan Nghia Nguyen, Hyun Kim, Hyuk-Jae Lee   +3 more
semanticscholar   +1 more source

It's an FPGA!

IEEE Solid-State Circuits Magazine, 2011
The paper presents the birth of the world first FPGA, called the XC2064. Xilinx and Seiko worked together to solve the whisker issue and a few others, and soon the XC2064, the world's first FPGA, was commercially available. It was the beginning of a fruitful relationship between the two companies.
M. Santarini, Stephen M. Trimberger, I. Bolsens, B. Carter, P. Alfke   +4 more
openaire   +2 more sources

OPU: An FPGA-Based Overlay Processor for Convolutional Neural Networks

IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2020
Field-programmable gate array (FPGA) provides rich parallel computing resources with high energy efficiency, making it ideal for deep convolutional neural network (CNN) acceleration.
Yunxuan Yu, Chen Wu, Tiandong Zhao, Kun Wang, Lei He   +4 more
semanticscholar   +1 more source

FPGA-based Controllers

IEEE Industrial Electronics Magazine, 2011
This article presents the benefits of using field-programmable gate array (FPGA)-based controllers for power electronics and drive applications. For this purpose, an algorithm perspective is first proposed, where it is stated that, depending on the intrinsic parallelism properties as well as level of complexity, it makes sense to implement each control
Monmasson, E, Idkhajine, L, Naouar, M W
openaire   +3 more sources

SGX-FPGA: Trusted Execution Environment for CPU-FPGA Heterogeneous Architecture

Design Automation Conference, 2021
Trusted execution environments (TEEs), such as Intel SGX, have become a popular security primitive with minimum trusted computing base (TCB) and attack surface.
Ke Xia, Yukui Luo, Xiaolin Xu, Sheng-Hsiu Wei   +3 more
semanticscholar   +1 more source

Programming FPGAs---Programming FPGAs

Proceedings of the 2006 ACM/IEEE conference on Supercomputing - SC '06, 2006
The use of FPGAs for general-purpose supercomputing is being investigated by several projects worldwide. The FPGA High Performance Computing Alliance (FHPCA) is developing HPC solutions for real-world applications using FPGAs. It has built a 64-FPGA supercomputer located in Scotland.The widespread take-up of FPGAs will only occur when they are more ...
Mark I Parsons, Francis W Wray
openaire   +2 more sources

Architectures reconfigurables FPGA

Technologies logicielles Architectures des systèmes, 2012
Les FPGA (Field Programmable Gate Arrays) sont des circuits intégrés dont la fonctionnalité est entièrement programmable par l'utilisateur après fabrication. Ils constituent une alternative aux circuits ASIC (Application Specific Integrated Circuits) dont la fonctionnalité est totalement figée en fonderie.
Sentieys, Olivier, Tisserand, Arnaud
openaire   +3 more sources