A statistical approach to neural networks for pattern recognition.9780471741084 A statistical approach to neural networks for pattern recognition. Dunne, Robert A. Wiley-Interscience 2007 268 pages $90.00 Hardcover Wiley series in computational statistics QA76.87 According to the author, the multi-layered perceptron 1. perceptron - A single McCulloch-Pitts neuron. 2. perceptron - A network of neurons in which the output(s) of some neurons are connected through weighted connections to the input(s) of other neurons. A multilayer perceptron is a specific instance of this. (MLP (Meridian Lossless Packing) The compression technique used in DVD-Audio that provides the highest audio quality. It delivers two channels at 192 kHz with 24-bit samples or six channels at 96 kHz. ) model is the most widely-used of the artificial neural network (artificial intelligence) artificial neural network - (ANN, commonly just "neural network" or "neural net") A network of many very simple processors ("units" or "neurons"), each possibly having a (small amount of) local memory. models. This practical guide describes the MLP model and shows how it relates to some other statistical models used for classification tasks. Dunne (Commonwealth Scientific and Industrial Research Organization, New South Wales New South Wales, state (1991 pop. 5,164,549), 309,443 sq mi (801,457 sq km), SE Australia. It is bounded on the E by the Pacific Ocean. Sydney is the capital. The other principal urban centers are Newcastle, Wagga Wagga, Lismore, Wollongong, and Broken Hill. , Australia) also considers the model's robustness and discusses various extensions and modifications of it. The text is aimed at students and practitioners in mathematics, statistics, computer science, and electrical engineering. ([c]20072005 Book News, Inc., Portland, OR) |
|
||||||||||||||
Printer friendly
Cite/link
Email
Feedback
Reader Opinion