By Marvin L.

Neural community Toolbox offers algorithms, features, and apps to create, teach, visualize, and simulate neural networks. you could practice type, regression, clustering, dimensionality relief, time-series forecasting, and dynamic procedure modeling and keep watch over. The toolbox comprises convolutional neural community and autoencoder deep studying algorithms for photograph type and have studying initiatives. to hurry up education of enormous facts units, you could distribute computations and information throughout multicore processors, GPUs, and computing device clusters utilizing Parallel Computing Toolbox. The extra importan positive factors are de subsequent: •Deep studying, together with convolutional neural networks and autoencoders •Parallel computing and GPU aid for accelerating education (with Parallel Computing Toolbox •Supervised studying algorithms, together with multilayer, radial foundation, studying vector quantization (LVQ), time-delay, nonlinear autoregressive (NARX), and recurrent neural community (RNN) •Unsupervised studying algorithms, together with self-organizing maps and aggressive layers •Apps for data-fitting, development reputation, and clustering •Preprocessing, postprocessing, and community visualization for bettering education potency and assessing community functionality •Simulink blocks for construction and comparing neural networks and for regulate platforms functions

Show description

Read Online or Download NEURAL NETWORKS with MATLAB PDF

Similar Ai Machine Learning books

Handbook of Neural Computing Applications

This publication attracts at the adventure of every of the individuals, and covers such issues as neural networks layout and improvement, cognitive technology, neurophysiology, development reputation, keep watch over idea, multiprocessor layout, and software program and structures improvement. The purposes which they tackle contain robotics, avionics, computer imaginative and prescient, multisource facts fusion, adaptive interfaces, and others.

Artificial Intelligence Through Prolog

Man made Intelligence via Prolog booklet

Mastering Simulink

Simulink is a programming language particularly designed for simulating dynamical structures utilizing typical block diagram notation. Designed for readers with the correct mathematical coaching that features a stable figuring out of the elemental strategies from introductory event corresponding to calculus and differential equations, this e-book offers precise insurance of programming utilizing Simulink.

MathTensor: A System for Doing Tensor Analysis by Computer

An advent to MathTensor, software program that may be used with Mathematica to do tensor research with a working laptop or computer. software program is accessible individually from writer. DLC: MathTensor.

Extra resources for NEURAL NETWORKS with MATLAB

Show sample text content

Rated 4.46 of 5 – based on 44 votes