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Introduction to (Shallow) Neural Networks

308E, Paramaz Avedisian Building, AUA Baghramyan Ave., 40, Yerevan, Yerevan, Armenia

During the two-hour lecture Prof. Andreas Pester will cover the following topics:   Logistic regression Feed forward and backward propagation Statistics of logistic regression Principles and properties of a shallow […]

Deep Learning Networks for Supervised Learning

308E, Paramaz Avedisian Building, AUA Baghramyan Ave., 40, Yerevan, Yerevan, Armenia

About the Speaker:    During the two-hour lecture Prof. Andreas Pester will cover the following topics: Convolutional Networks Types of layers, convolutional layer, pooling layer Activation functions etc. About the […]

Famous Architectures in Deep Learning

308E, Paramaz Avedisian Building, AUA Baghramyan Ave., 40, Yerevan, Yerevan, Armenia

During the two-hour lecture Prof. Andreas Pester will cover the following topics:   LeNet algorithm Alexa algorithm GoogleNet (Inception) algorithm Demonstrators About the Speaker:  Prof. Andreas Pester received his PhD […]