1. Repositório Aberto da Universidade do Porto
2. FEUP - Faculdade de Engenharia
3. FEUP - Dissertação

Autor(es):	Afonso de Sá Reis
Título:	Accelerating the training of convolutional neural network
Data de publicação:	2019-07-09
Descrição:	The objective of this report is to implement a Convolutional Neural Network (CNN) in an FPGA, with a main focus on accelerating the training, using Maxeler technology as a way to compile higher level code directly into hardware.Neural Networks are one of the most commonly used models used in all sorts of tasks in Machine Learning. This type of network is mostly used for image recognition/generation, since a few layers ( convolutional, pooling) can be viewed as image operations to find features, which are then combined in the fully connected layer(s) and used to produce the output.
Assunto:	Engenharia electrotécnica, electrónica e informática Electrical engineering, Electronic engineering, Information engineering
Áreas do conhecimento:	Ciências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática Engineering and technology::Electrical engineering, Electronic engineering, Information engineering
Identificador TID:	202388611
URI:	https://hdl.handle.net/10216/122196
Tipo de Documento:	Dissertação
Condições de Acesso:	openAccess
Aparece nas coleções:	FEUP - Dissertação

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