By Jeff Heaton

Neural networks were a mainstay of man-made intelligence considering that its earliest days. Now, fascinating new applied sciences comparable to deep studying and convolution are taking neural networks in daring new instructions. during this e-book, we are going to exhibit the neural networks in a number of real-world initiatives reminiscent of picture attractiveness and information technological know-how. We learn present neural community applied sciences, together with ReLU activation, stochastic gradient descent, cross-entropy, regularization, dropout, and visualization.

Show description

Read Online or Download Artificial Intelligence for Humans, Volume 3: Deep Learning and Neural Networks PDF

Similar pattern recognition programming books

Mammographic Image Analysis: Volume 5 (Computational Imaging by R. Highnam,J.M. Brady PDF

Breast melanoma is a massive illness within the Western international, the place it's the commonest melanoma between ladies. nearly 1 in 12 girls will advance breast melanoma in the course of the process their lives. over the last 20 years there were a chain of significant advances within the deal with­ ment of girls with breast melanoma, starting from novel chemotherapy and radiotherapy remedies to conservative surgical procedure.

Aleksandar Čolić,Oge Marques,Borko Furht's Driver Drowsiness Detection: Systems and Solutions PDF

This SpringerBrief offers the basics of motive force drowsiness detection platforms, presents examples of current items, and provides courses for practitioners attracted to constructing their very own ideas to the matter. motive force drowsiness motives nearly 7% of all street injuries and as much as 18% of deadly collisions.

Download e-book for iPad: Building Machine Learning Projects with TensorFlow by Rodolfo Bonnin

Key FeaturesBored of an excessive amount of concept on TensorFlow? This ebook is what you would like! 13 good initiatives and 4 examples train you the way to enforce TensorFlow in creation. This example-rich consultant teaches you ways to accomplish hugely exact and effective numerical computing with TensorFlowIt is a realistic and methodically defined advisor so that it will follow Tensorflow's positive factors from the very starting.

Download e-book for kindle: MultiMedia Modeling: 23rd International Conference, MMM by Laurent Amsaleg,Gylfi Þór Guðmundsson,Cathal Gurrin,Björn

The two-volume set LNCS 10132 and 10133 constitutes the completely refereed complaints of the twenty third overseas convention on Multimedia Modeling, MMM 2017, held in Reykjavik, Iceland, in January 2017. Of the 149 complete papers submitted, 36 have been chosen for oral presentation and 33 for poster presentation; of the 34 distinct consultation papers submitted, 24 have been chosen for oral presentation and a pair of for poster presentation; moreover, five demonstrations have been permitted from eight submissions, and all 7 submissions to VBS 2017.

Extra resources for Artificial Intelligence for Humans, Volume 3: Deep Learning and Neural Networks

Example text

Download PDF sample

Artificial Intelligence for Humans, Volume 3: Deep Learning and Neural Networks by Jeff Heaton

by James

Rated 4.47 of 5 – based on 5 votes