Signal and Image Processing with Neural Networks: A C++ Sourcebook
| Author | : | |
| Rating | : | 4.66 (658 Votes) |
| Asin | : | 0471049638 |
| Format Type | : | paperback |
| Number of Pages | : | 417 Pages |
| Publish Date | : | 2015-12-22 |
| Language | : | English |
DESCRIPTION:
Best C++ Source Code available for MLFN. "The principal focus of this book is the multiple-layer feedforward network (MLFN)." This network is the most common and most used type of neural network. I have all of Masters books and this is his best presentation and source code for the MLFN. Chaper 2. of the book is about a complex number version of the MLFN, but it also includes the common real number versions. Other chapters on Data Preparation, Frequency-Domain, Time/Frequency Localization (Gabor Transform,
Reviews the most popular signal- and image-processing algorithms, emphasizing those that are particularly suitable for union to complex-domain neural networks. A large section is devoted to the design and training of complex-domain multiple-layer feedforward networks (MLFNs)—all essential equations are presented and justified. Demonstrates how neural networks can be used to aid in the solution of digital signal processing (DSP) or imaging problems. The accompanying disk includes complete source code for algorithms discussed with full source for program examples.. Features a wide variety of problems for which complex-domain networks significantly outperform their real-domain counterparts
From the Publisher Demonstrates how neural networks can be used to aid in the solution of digital signal processing (DSP) or imaging problems. Reviews the most popular signal- and image-processing algorithms, emphasizing those that are particularly suitable for union to complex-domain neural networks. A large section is devoted to the design and training of complex-domain multiple-layer feedforward networks (MLFNs)--all essential equations are presented and justified. The accompanying disk includes complete source code for algorithms discussed with full source for prog