Výsledky vyhľadávania - "field-programmable gate array (FPGA) accelerator"

An Efficient CNN Accelerator Using Inter-Frame Data Reuse of Videos on FPGAs Autor Li, Shengzhao, Wang, Qin, Jiang, Jianfei, Sheng, Weiguang, Jing, Naifeng, Mao, Zhigang

“…Convolutional neural networks (CNNs) have had great success when applied to computer vision technology, and many application-specific integrated circuit (ASIC)…”
Získať plný text

Soft Error Tolerant Convolutional Neural Networks on FPGAs With Ensemble Learning Autor Gao, Zhen, Zhang, Han, Yao, Yi, Xiao, Jiajun, Zeng, Shulin, Ge, Guangjun, Wang, Yu, Ullah, Anees, Reviriego, Pedro

“…Convolutional neural networks (CNNs) are widely used in computer vision and natural language processing. Field-programmable gate arrays (FPGAs) are popular…”
Získať plný text

Detect and Replace: Efficient Soft Error Protection of FPGA-Based CNN Accelerators Autor Gao, Zhen, Qi, Yanmao, Shi, Jinchang, Liu, Qiang, Ge, Guangjun, Wang, Yu, Reviriego, Pedro

“…Convolutional neural networks (CNNs) are widely used in computer vision and natural language processing. Field-programmable gate arrays (FPGAs) are a popular…”
Získať plný text

Toward Efficient FPGA Accelerator DSE via Hierarchical and RM-Guided Methods Autor Shi, Chao, Cheng, Qianyu, Wang, Teng, Wang, Chao, Zhou, Xuehai

“…field-programmable gate array (FPGA) accelerator design has gradually become a mainstream acceleration solution, widely applied in fields, such as large…”
Získať plný text

Research on Efficient CNN Acceleration Through Mixed Precision Quantization: A Comprehensive Methodology Autor He, Yizhi, Liu, Wenlong, Tahir, Muhammad, Li, Zhao, Zhang, Shaoshuang, Amur, Hussain Bux

“…To overcome challenges associated with deploying Convolutional Neural Networks (CNNs) on edge computing devices with limited memory and computing resources, we…”
Získať plný text

FPGA-based Accelerator for Convolutional Neural Network Autor YU Zijian,MA De,YAN Xiaolang,SHEN Juncheng

“…Aiming at the problem that existing software implementation schemes of Convolutional Neutral Network(CNN) cannot meet the requirements of computing performance…”
Získať plný text