Deep Neural Networks in a Mathematical Framework

Name: Deep Neural Networks in a Mathematical Framework
Brand: Springer Nature
SKU: 9783319753034
Availability: InStock

Deep Neural Networks in a Mathematical Framework

Brand

Springer Nature

Manufacturer

N/A

Part Number

GTIN

9783319753034

Condition

New

0 Reviews

0 Questions | 0 Answers

Product Description

This SpringerBrief describes how to build a rigorous end-to-end mathematical frameworkfor deep neural networks. The authors provide tools to represent and describeneural networks, casting previous results in the field in a more naturallight. In particular, the authors derive gradient descent algorithms in a unified wayfor several neural network structures, including multilayer perceptrons,convolutional neural networks, deep autoencoders and recurrent neuralnetworks. Furthermore, the authors developed framework is both more conciseand mathematically intuitive than previous representations of neuralnetworks. This SpringerBrief is one step towards unlocking the black box of DeepLearning. The authors believe that this framework will help catalyze further discoveriesregarding the mathematical properties of neural networks.This SpringerBrief isaccessible not only to researchers, professionals and students working andstudying in the field of deep learning, but alsoto those outside of the neutralnetwork community.

Available Colors

N/A

Available Sizes

N/A

1 Offer Price Range: $54.99 - $54.99

BEST PRICE

Single Product Purchase

$49.50

@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller	Contact Seller	List Price	On Sale	Shipping	Best Promo	Final Price	Volume Discount	Financing	Availability	Seller's Page
BEST PRICE 1 Product Purchase @ Link.springer.com Rate Seller This functionality is for registered users only. Go to Login/Register		$54.99	$54.99		10% OFF This deals requires coupon Get Code Here your10off @ Link.springer.com Deals Ends 31/08/2025	$49.50		See Site	In stock	Visit Store