FPGA-based high-performance neural network acceleration

FPGA-based high-performance neural network acceleration

In the last ten years, Artificial Intelligence through Deep Neural Networks (DNNs) has penetrated virtually every aspect of science, technology, and business. Advances are rapid with thousands of papers being published annually. Many types of DNNs have been and continue to be developed -- in this th...

Full description

Bibliographic Details
Main Author:	Geng, Tong
Other Authors:	Herbordt, Martin
Language:	en_US
Published:	2021
Subjects:	Computer engineering
Online Access:	https://hdl.handle.net/2144/41887

Similar Items

Hardware Acceleration of Deep Convolutional Neural Networks on FPGA
Published: (2018)

FPGA acceleration of high performance computing communication middleware
by: Xiong, Qingqing
Published: (2019)

Parallel accelerator design for convolutional neural networks based on FPGA
by: Wang Ting, et al.
Published: (2021-02-01)

MRI-based brain tumor segmentation using FPGA-accelerated neural network
by: Cao, W., et al.
Published: (2021)

Binary Recurrent Unit: Using FPGA Hardware to Accelerate Inference in Long Short-Term Memory Neural Networks
by: Mealey, Thomas C.
Published: (2018)

Implementation of an FPGA based accelerator for virtual private networks.
Published: (2002)

FPGA-based hardware acceleration for a key-value store database
by: Hsiue, Kevin D
Published: (2014)

An FPGA Implementation of a High Performance AER Packet Network
by: Munipalli, Sirish Kumar
Published: (2013)

XBT: FPGA Accelerated Binary Translation
by: Chai, Ke
Published: (2021)

An FPGA-based Accelerator Platform for Network-on-chip Simulation
by: Wang, Danyao
Published: (2010)

An FPGA-based Accelerator Platform for Network-on-chip Simulation
by: Wang, Danyao
Published: (2010)

OpenCL Acceleration of the KLT Feature Tracker on an FPGA
by: DeMange, Ashley
Published: (2017)

A Cloud Server Oriented FPGA Accelerator for LSTM Recurrent Neural Network
by: Jun Liu, et al.
Published: (2019-01-01)

Architecture design for highly flexible and energy-efficient deep neural network accelerators
by: Chen, Yu-Hsin, Ph. D. Massachusetts Institute of Technology
Published: (2018)

Recognition system of convolution neural network based on FPGA acceleration
by: Lin Zhiwen, et al.
Published: (2020-02-01)

Airblue : a highly-configurable FPGA-based platform for wireless network research
by: Ng, Man Cheuk, 1980-
Published: (2011)

FPGAN: An FPGA Accelerator for Graph Attention Networks With Software and Hardware Co-Optimization
by: Weian Yan, et al.
Published: (2020-01-01)

Address Space Translation for FPGA Accelerated Simulators
by: Chamberlain, Michael Thaddeus
Published: (2015)

FPGA-Based Acceleration of LTE Protocol Decoding
by: Thelin, William
Published: (2021)

Design of FPGA Accelerator Architecture for Convolutional Neural Network
by: LI Bingjian, QIN Guoxuan, ZHU Shaojie, PEI Zhihui
Published: (2020-03-01)

FPGA Accelerator Architecture for Q-learning and its Applications in Space Exploration Rovers
Published: (2016)

FPGA Accelerating Core Design Based on XNOR Neural Network Algorithm
by: Yi Su, et al.
Published: (2018-01-01)

Accelerating Neural Network Inference on FPGA-Based Platforms—A Survey
by: Ran Wu, et al.
Published: (2021-04-01)

FPGA-Based Accelerator Development for Non-Engineers
by: Uliana, David Christopher
Published: (2017)

Performance evaluation of code optimizations in FPGA accelerators /
by: Leite, Gustavo
Published: (2019)

Design of a neural network for FPGA implementation
by: Lim, Ee Ric
Published: (2013)

High-performance communication infrastructure design on FPGA-centric clusters
by: Yang, Chen
Published: (2019)

MRI-based brain tumor segmentation using FPGA-accelerated neural network
by: Siyu Xiong, et al.
Published: (2021-09-01)

Accelerating Reverse Engineering Image Processing Using FPGA
by: Harris, Matthew Joshua
Published: (2019)

Accelerating Gauss-Newton filters on FPGA's
by: Da Conceicao, Jean-Paul Costa
Published: (2014)

Neural network computing using on-chip accelerators
by: Eldridge, Schuyler
Published: (2016)

Acceleration of FPGA Based Convolutional Neural Network for Human Activity Classification Using Millimeter-Wave Radar
by: Peng Lei, et al.
Published: (2019-01-01)

Wavelet Transform Based Image Compression on FPGA

FPGA-Based Processor Acceleration for Image Processing Applications
by: Fahad Siddiqui, et al.
Published: (2019-01-01)

Accelerating Spike-by-Spike Neural Networks on FPGA With Hybrid Custom Floating-Point and Logarithmic Dot-Product Approximation
by: Yarib Nevarez, et al.
Published: (2021-01-01)

Template-based hardware-software codesign for high-performance embedded numerical accelerators
by: Sredojević, Ranko Radovin
Published: (2014)

A High Performance FPGA-Based Accelerator for Biological Sequence Alignment
by: Chin-ChungPan, et al.
Published: (2011)

Computation Acceleration On Sgi Rasc: Fpga Based Reconfigurable Computing Hardware
by: Ernest Jamro, et al.
Published: (2008-01-01)

FPGA-Based Memristor Emulator Circuit for Binary Convolutional Neural Networks
by: Mohammed F. Tolba, et al.
Published: (2020-01-01)

Hardware Acceleration of Video analytics on FPGA using OpenCL
Published: (2019)