dc.contributorCunha, Marcio Rodrigues da
dc.contributorMonteiro, André Luiz Regis
dc.contributorBrolin, Leandro Castilho
dc.contributorCunha, Marcio Rodrigues da
dc.creatorSilva, Guilherme Augusto Paschoal da
dc.date.accessioned2021-02-23T19:41:47Z
dc.date.accessioned2022-12-06T15:13:40Z
dc.date.available2021-02-23T19:41:47Z
dc.date.available2022-12-06T15:13:40Z
dc.date.created2021-02-23T19:41:47Z
dc.date.issued2019-11-29
dc.identifierSILVA, Guilherme Augusto Paschoal da. Implementação de redes neurais artificiais utilizando VHDL para aplicações em reconhecimento e classificação de padrões. 2019. Trabalho de Conclusão de Curso (Bacharelado em Engenharia Eletrônica) - Universidade Tecnológica Federal do Paraná, Campo Mourão, 2019.
dc.identifierhttp://repositorio.utfpr.edu.br/jspui/handle/1/24374
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/5262658
dc.description.abstractThe scope of this paper is the development of artificial neural network in hardware, to solve problems of pattern recognition and classification, using VHDL. Two different networks were implemented, with the objective of showing two topologies and different activation function. Firstly, the project was developed and trained in software using MATLAB®. After the training of both networks and the acquisition of the parameters of weight and bias, started the implementation in hardware, using the same processing flow as in software. The circuit description of both ANNs was made using the trough parallel concept. After the implementation, simulations and comparative tests were made between the sequential implementation in MATLAB® and the parallel in VHDL. The two described networks had the same hit rate as those in software, but with a faster execution time and with little hardware resource utilization.
dc.publisherUniversidade Tecnológica Federal do Paraná
dc.publisherCampo Mourao
dc.publisherBrasil
dc.publisherDepartamento Acadêmico de Eletrônica
dc.publisherEngenharia Eletrônica
dc.publisherUTFPR
dc.rightsopenAccess
dc.subjectSistemas de reconhecimento de padrões
dc.subjectVHDL (Linguagem descritiva de hardware)
dc.subjectRedes neurais (Computação)
dc.subjectArranjos de lógica programável em campo
dc.subjectPattern recognition systems
dc.subjectVHDL (Computer hardware description language)
dc.subjectNeural networks (Computer science)
dc.subjectField programmable gate arrays
dc.titleImplementação de redes neurais artificiais utilizando VHDL para aplicações em reconhecimento e classificação de padrões
dc.typebachelorThesis


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