Category: Neural Networks

Deep Learning – Deep Convolutional Generative Adversarial Networks Basics

Deep Convolutional Generative Adversarial Networks- Sir. Yann LeCun, Facebook’s AI research director made a very intuitive and interesting comment about GANs “Adversarial training “The most interesting idea in the last 10 years in the field of Machine Learning.” Generative Adversarial Networks (GANs) – A combination of two neural […]

Deep Learning – Backpropagation Algorithm Basics

Backpropagation Algorithm – An important mathematical tool for making better and high accuracy predictions in machine learning. This algorithm uses supervised learning methods for training Artificial Neural Networks. The whole idea of training multi-layer perceptrons is to compute the derivatives of the error function or gradient descent with respect […]