File: Fundamentals Of Deep Learning Pdf 181032 | 7740 Item Download 2023-01-30 17-56-02
comp eece 7 8740 neural networks fall 2021 5 30 6 55 pm tr room no dunn hall 249 objectives the course aims to describe the basic and advanced neural ...
Filetype PDF | Posted on 30 Jan 2023 | 2 years ago
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...Comp eece neural networks fall pm tr room no dunn hall objectives the course aims to describe basic and advanced models in rendition we will cover state of arts techniques methods field together with specific applications description learning algorithms for multilayer perceptrons least mean squares backpropagation its variants cascade correlation other supervised unsupervised including hebbian competitive reinforcement associative memories combinatorial optimization component analysis function approximation pattern classification theory neurodynamic equilibrium stability computational power syllabus week introduction case studies evolution neurocomputing rnns part fundamentals machine convolutional recurrent network platforms e g r python convlstm temporal tcnn deep dnn training methodology soms dcnn auto encoder ae architectures belief dbn segmentation detection approaches generative adversarial gan pre processing data augmentation information retrieval model initialization visualizat...