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Applied Computing Research Center

The Applied Computing Research Group (NPCA) at the Federal Rural University of the Amazon (UFRA) was created as a unifying force for the development of research in various areas of computer science, such as Computational Intelligence, Computational Biology, Technology, Innovation and Education, Computer Networks, Agricultural Informatics, as well as Health Informatics and Green Computing. Research professors from various UFRA campuses, as well as other external collaborators from partner institutions such as UFPA, IFPA, Uninassau, etc., concentrate their efforts in this direction.

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Artificial Neural Networks

Subject: Artificial Neural Networks Instructor: Dr. Marcus de Barros Braga COURSE CONTENT Unit I – Introduction. - Initial concepts. Biological Neuron. Artificial Neuron. Activation Functions. Hyperparameters. Unit II – Architectures. - Main Architectures. Machine Learning. Training. Unit III – Classical Neural Networks. - Perceptron. Multilayer Perceptron. Adaline. RBF. Hopfield. Kohonen. Unit IV – Deep Neural Networks. - Deep Learning. Deep Learning Algorithms. Unit V – Problems and Applications of ANNs. Federal Rural University of the Amazon Bachelor's Degree in Information Systems Research Center in Applied Computing

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