ABSTRACT: Artificial deep neural networks (ADNNs) have become a cornerstone of modern machine learning, but they are not immune to challenges. One of the most significant problems plaguing ADNNs is ...

Learn how to build a fully connected, feedforward deep neural network from scratch in Python! This tutorial covers the theory, forward propagation, backpropagation, and coding step by step for a hands ...

Two particular phases in your nightly routine seem to play outsize roles in cognitive health. By Mohana Ravindranath A good night’s sleep isn’t just about the number of hours you log. Getting quality ...

State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China ...

Abstract: There has been a significant amount of specialized hardware being developed for deep learning in both academia and industry. This tutorial aims to highlight the key concepts needed to ...

Abstract: “Deep learning has become popular for image recognition, and more recently, for other pattern matching tasks (e.g., speech processing, text analysis, etc.). Deep learning, however, is ...

I just went through the Deeplearning4J MNIST tutorial (http://deeplearning4j.org/mnist-tutorial.html) and the tutorial uses DBN class which is not available in ...

This repository was created to gain an understanding of deep learning and its techniques (e.g., training, data augmentation, k-fold cross validation, statistics for model analysis, etc.) by ...