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Seminar Deep Learning PDF

17 Pages·2019·English
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by ['Sulagna Roy Chowdhury']| 2019| 17 pages| English

About Seminar Deep Learning

The document discusses deep learning and its history. It explains that early neural networks like perceptrons had limitations due to their shallow architectures. Later networks incorporated more hidden layers, allowing them to learn more complex functions through backpropagation. However, these deeper networks were still difficult to train effectively. Support vector machines became popular due to their simpler structure and efficient learning algorithms, but were limited by their shallow architectures for complex problems. Deep learning uses deep architectures and efficient learning algorithms to perform complex learning like automatically learning features from data.

Detailed Information

Author:['Sulagna Roy Chowdhury']
Publication Year:2019
Pages:17
Language:English
Format:PDF
Price:FREE
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