Asia Pacific University Library catalogue


L. Marvin.

Neural networks with MATLAB / Marvin L - San Bernardino, CA : publisher not identified, 2017 - 1 vol. (various p.) : ill. ; 28 cm.

Includes bibliographical references.

Network objects, data, and training styles -- Multilayer networks and backpropagation training -- Dynamic netowkrs -- Control systems -- Radial bias networks -- Self-organizing learning vector quantization networks -- Adaptive filters and adaptive training -- Advanced topics -- Historical networks -- Network object reference -- Mathematical notation -- Blocks for the simulink environment -- Code notes.

A collection of algorithms, functions and apps to create, train, visualize, and simulate neural networks. Functions include classification, regression, clustering, dimensionality reduction, time-series forecasting, and dynamic system modeling and control.

9781539701958 (pbk.) 1539701956 (pbk.)


Neural networks (Computer science)
Neuromorphics.
MATLAB.

QA76.87 / .L53 2017