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CNN2Gate: An Implementation of Convolutional Neural Networks Inference on FPGAs with Automated Design Space Exploration

机译：CNN2GATE：自动化设计空间探索对FPGA的卷积神经网络推断的实现

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Alireza Ghaffari; Yvon Savaria;
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年度 2020
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1. A Design Space Exploration Framework for Convolutional Neural Networks Implemented on Edge Devices [J] . Foivos Tsimpourlas, Lazaros Papadopoulos, Anastasios Bartsokas, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems . 2018,第11期

机译：在边缘设备上实现的卷积神经网络设计空间探索框架
2. FPGA design and hardware implementation of a convolutional neural network for classification of saccadic eye movements [J] . Carlos Cano Domingo, Ruxandra Stoean, Gonzalo Joya Caparros Universitatea din Craiova. Analele. Seria: Matematica, Informatica . 2018,第2期

机译：卷积神经网络的FPGA设计和硬件实现，用于对眼球运动进行分类
3. FPGA design and hardware implementation of a convolutional neural network for classification of saccadic eye movements [J] . Carlos Cano Domingo, Ruxandra Stoean, Gonzalo Joya Caparros University of Bucharest. Annals. Mathematical Series . 2018,第2期

机译：FPGA设计和硬件实现卷积神经网络，用于扫视眼球运动的分类
4. Towards Design Space Exploration and Optimization of Fast Algorithms for Convolutional Neural Networks (CNNs) on FPGAs [C] . Afzal Ahmad, Muhammad Adeel Pasha Design, Automation and Test in Europe Conference and Exhibition . 2019

机译：FPGA上卷积神经网络（CNN）的设计空间探索和快速算法优化
5. Caffeinated FPGAs: FPGA Framework for Training and Inference of Convolutional Neural Networks With Reduced Precision Floating-Point Arithmetic [D] . DiCecco, Roberto. 2018

机译：含咖啡因的FPGA：用于训练和推理卷积神经网络的FPGA框架，具有降低的精度浮点算法
6. FPGA Implementation for Odor Identification with Depthwise Separable Convolutional Neural Network [O] . Zhuofeng Mo, Dehan Luo, Tengteng Wen, 2021

机译：FPGA实现气味识别与深度可分离的卷积神经网络
7. A Design Space Exploration Framework for Convolutional Neural Networks Implemented on Edge Devices [O] . Foivos Tsimpourlas, Lazaros Papadopoulos, Anastasios Bartsokas, 2018

机译：边缘设备上实现的卷积神经网络设计空间探索框架

CNN2Gate: An Implementation of Convolutional Neural Networks Inference on FPGAs with Automated Design Space Exploration

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