Over the past decade, Convolutional Networks (ConvNets) have renewed perspectives of research and industrial communities. Although this deep learning technique may be composed multiple layers, its core operation is convolution, an important linear filtering process. Easy fast to implement, convolutions actually play a major role, not only in ConvNets, but digital image processing analysis as wh...

1 Abstract The ability of human beings to retrieve information on the basis of associated cues continues to elicit great interest among researchers. Investigations of how the brain is capable to make such associations from partial information have led to a variety of theoretical neural network models that act as associative memories. Several researchers have had signiicant success in retrieving...

Data of echography 210 verified on the operation and in histological research lipomas, including 182 (86.7 %) encapsulated 28 (13.3 diffuse. Four possible rims along periphery formations have been identified. The morphological nature these acoustic manifestations frequency their occurrence determined. Elastography did not improve its differentiation by showing boundaries more clearly.

1 Abstract During the last decade, researchers have applied neural networks to a multitude of diicult tasks which would normally require human intelligence. In particular, percep-trons are used to classify patterns into diierent classes. Recently, several researchers introduced a novel class of artiicial neural networks, called morphological neural networks. In this new theory, the rst step in ...

as the t-wave section in electrocardiogram (ecg) illustrates the repolarisation phase of heart activity, the information which is accumulated in this section is so significant that can explain the proper operation of electrical activities in heart. long qt syndrome (lqt) and t-wave alternans (twa) have imperceptible effects on time and amplitude of t-wave interval. therefore, t-wave shapes of t...

in this paper, by means of fuzzy approaches, an accurate method is introduced for edging of color photographs. the difference between our method with other similar methods is the use of a morphological operation to think or thick the obtained edges. in this proposed method, a 3×3 window is dragged on the photo. for each block, 12 point sets will be defined, each including two non-overlapping po...

Morphological changes in the cervical spine were evaluated using radiography in 140 patients with cervical myelopathy who underwent expansive laminoplasty by sagittal splitting of the spinous process. We assessed the influence of these observed changes on the postoperative clinical results. The mean follow-up period was 33 +/- 19 months. Intervertebral body union occurred in 18%, and interlamin...

This article describes an exclusively resource-based method of morphological annotation of written Korean text. Korean is an agglutinative language. Our annotator is designed to process text before the operation of a syntactic parser. In its present state, it annotates one-stem words only. The output is a graph of morphemes annotated with accurate linguistic information. The granularity of the ...

Sexual selection can facilitate divergent evolution of traits related to mating and consequently promote speciation. Theoretically, independent operation of sexual selection in different populations can lead to divergence of sexual traits among populations and result in allopatric speciation. Here, we show that divergent evolution in sexual morphology affecting mating compatibility (body size a...