Flexibility and accuracy enhancement techniques for neural networks

... popular one In my thesis, I will focus on MLP neural networks only The major issues of present neural networks are flexibility and accuracy Most of neural networks are designed to work in a stable ... non-deterministic solutions, accuracy of neural networks is always an important problem and has a great room for improvement In order to improve the flexibility an...

Ngày tải lên: 06/10/2015, 21:06

... necessarily of the publisher Multimedia Security: Steganography and Digital Watermarking Techniques for Protection of Intellectual Property Table of Contents Preface v Chapter I Digital Watermarking ... aspects of performance evaluation for audio watermarking, human auditory system, digital watermarking for PCM audio, digital watermarking for wav...

Ngày tải lên: 07/03/2014, 11:20

... Dental Computing and Applications: Advanced Techniques for Clinical Dentistry Andriani Daskalaki Max Planck Institute for Molecular Genetics, Germany Medical Information science ... Cataloging-in-Publication Data Dental computing and applications : advanced techniques for clinical dentistry / Andriani Daskalaki, Editor p cm Summary: "This book gives insight...

Ngày tải lên: 22/03/2014, 21:21

... further research on advanced signal processing techniques for PLC, carried out in tandem with the refinement and standardization of channel and radiation models, is called for We hope that this ... Emerging Signal Processing Techniques for Power Quality Applications He has authored over 60 journal and conference papers, one book chapter, and holds six patents His...

Ngày tải lên: 22/06/2014, 20:20

... Pb(II)- PAR and Cd(II)- PAR is 518 and 409 nm, respectively Figure shows the 3D absorbance spectra of mixture of Pb(II) and Cd(II) after reaction with PAR at different concentration of Pb(II) and ... Simultaneous Spectrophotometric Determination of Pb(II) and Cd(II) Network trained with 20 epochs were suitable to be used in predicting the response of the co...

Ngày tải lên: 07/08/2014, 14:20

... to develop learning and memory models using spiking neural networks in solving cognitive tasks We focus on memory models using spiking neural networks Traditional neural networks and other AI ... existing theories and developing innovative cognitive learning and memory models using spiking neural networks 1.1 1.1.1 Background and Basic Conce...

Ngày tải lên: 09/09/2015, 11:18

... 16 Neural Networks and Neural- Fuzzy Approaches in an In- Process Surface Roughness Recognition System for End Milling Operations 16.1 16.2 16.3 16.4 Joseph C Chen Iowa State University Introduction ... of cutting force and surface generation in dynamic milling, ASME J Eng Ind., 113 (1), pp 160-168 Sutherland and Babin 1985, You, S J and Ehmann, K F.,...

Ngày tải lên: 23/01/2014, 01:20

Ngày tải lên: 07/03/2014, 13:20

... the neural networks for sensors and measurement systems, for identification in instrumentation and measurement, for instrumentation and measurement dedicated to system and plant control, and for ... Examples of applications of neural networks to the medical field Index Author Index 291 291 291 299 312 323 329 Neural Networks for Instrumentation, Measu...

Ngày tải lên: 03/06/2014, 01:04

... Cite this article as: Quintanilla-Domínguez et al.: Improvement for detection of microcalcifications through clustering algorithms and artificial neural networks EURASIP Journal on Advances in Signal ... paper, partitional clustering algorithms are considered for image segmentation, because of the great similarity between segmentation and clustering, although...

Ngày tải lên: 20/06/2014, 22:20

... existence and global exponential stability of anti-periodic solutions for a class of generalized neural networks with impulses and arbitrary delays This class of generalized neural networks include many ... Boston, Mass, USA, 2001 a 32 M Bohner and A Peterson, Advances in Dynamic Equations on Time Scales, Birkh¨ user, Boston, Mass, a USA,...

Ngày tải lên: 21/06/2014, 07:20

... construction of backbones for wireless sensor networks, that is, subsets of nodes that span the network, and all other nodes are within one hop from one of them Such structures can be used for a million ... push forward Note that the work applies not only to sensor networks, but to general wireless networks as well, and should be read with this in mind You have got them...

Ngày tải lên: 22/06/2014, 19:20

... uniqueness, and global exponential stability of equilibrium point for impulsive BAM neural networks with time-varying delays and reactiondiffusion terms, without assuming the boundedness, monotonicity, and ... stability of BAM neural networks with delays and impulses,” Chaos, Solitons and Fractals, vol 24, no 1, pp 279–285, 2005 [19] Y Zhang and J Su...

Ngày tải lên: 22/06/2014, 19:20

... comprising a source node with LM transmit antennas, a relay node with KN antennas, and a destination node with LM antennas In this case, the power constraints at the source and relay are LP and KP, ... k (3) MIMO RELAY TECHNIQUES In this paper, we assume that each relay node knows the CSI of its own backward and forward channels However, we not allow source n...

Ngày tải lên: 22/06/2014, 22:20

... symmetric, and positive definite, then its eigenvalue and singular value decompositions are the same In particular, the singular value decomposition of a real matrix is always real, but the eigenvalue decomposition ... matrix and the corresponding singular vectors forming the columns AT U = V Since U and V are orthogonal, this becomes the singular value decomposition...

Ngày tải lên: 22/06/2014, 23:20