self-organizing neural systems
Vol 2, No 6 (2011)
... of neural learning in a unified ...of neural excitation. Dynamics of neuron pools, of neural fields, and of a completion model are ...analyze self organizing neural ...
8
Detection of mastitis and its stage of progression by automatic milking systems using artificial neural networks
... ficial neural networks (ANN) were developed incorpor- ating EC and ...and self-organizing maps ...unsupervised neural network that does not require an output but finds clusters solely based on ...
8
Comparative Evaluation of Self Organizing Feature Map and Back Propagation Neural Network for Multimodal Biometric Systems
... biometric systems where multiple biometric modalities are used [7] Multimodal biometric systems rely on the evidence presented by multiple sources of biometric information, although there are several design ...
13
Face Recognition Using Neural Network Technique Som (Self Organizing Maps)
... In face recognition, an image is compared with a database of stored faces to identify different input images. Since recognizing humans with the help of facial images, it offering a non-intrusive way for human ...
5
Learning of alphabets using Kohonen's Self organized featured map
... Artificial neural networks are one of the widely used automated techniques and they yield high ...Propagation Neural Networks are the most popular learning strategies based on Artificial Neural ...
5
On hybrid intelligence-based control approach with its application to flexible robot system
... A neural-fuzzy-based structure is proposed to control the target position of a flexible connection controlling the robot ...a neural network, which is trained by the error post-distribution ...the ...
18
INTEGRATION OF THE SELF-ORGANIZING MAP AND NEURAL GAS WITH MULTIDIMENSIONAL SCALING
... [2] G. Dzemyda, O. Kurasova, V. Medvedev. Dimen- sion Reduction and Data Visualization Using Neural Networks. In: Maglogiannis, I., Karpouzis, K., Wal- lace, M., Soldatos, J. (eds.) Emerging Artificial Intel- ...
9
Discovering genome expression patterns with self organizing neural networks
... SANN systems, such as GCS, offer several advantages in relation to the SOM and other expression data classification techniques. In contrast to the SOM, SANN structures are determined automatically from the ...
14
Enhanced Self Organizing Map Neural Network for DNA Sequence Classification
... Bioinformatics could be defined as the science of man- aging and analyzing biological data using advanced com- puting techniques. One of the main challenges in this area is information discovery from the mass biological ...
9
A Self Organizing Neural Scheme for Door Detection in Different Environments
... The problem of door detection has been extensively studied in past. Much of the previous work depends on 3D information including the visual data and the distance data which includes sonar, laser and stereo-vision sensor ...
6
Image Segmentation using Bi Directional Self Organize Neural Network (BDSONN)
... neighborhood fuzzy subsets in the image information are propagated to the succeeding layers of the network using the fixed and full inter-layer interconnections between the corresponding neurons of the different layers ...
10
On Self-Organizing Systems and Their Environments*
... It may be argued that if just adding elements to a system makes this a self-organizing system, pouring sand into a bucket would make the bucket a self-organizing system. Somehow—to put it ...
19
A Computerized Neural Network System to Filter Unwanted Messages from OSN User Walls
... In these systems blocking of user is for lifetime. We overcome this Problem by using Proposed System. In our system we plan to block the user for particular time limit and also send notification, E-Mail sending to ...
5
New variant of the Self Organizing Map in Pulsed Neural Networks to Improve Phoneme Recognition in Continuous Speech
... Spiking neural models can account for different types of computations, ranging from linear temporal summation of inputs and coincidence detection to multiplexing, nonlinear operations and preferential resonance ...
7
Resource Management based on Gossip Monitoring Algorithm for Large Scale Distributed Systems
... Various strategies for resource management have been developed, in order to achieve optimized task schedul- ing in distributed systems. In the static scheduling model, every task is assigned only once to a ...
14
DEM-based analysis of morphometric features in humid and hyper-arid environments using artificial neural network
... resolution but become unrecognizable if their width is less than the grid resolution. Morphometric signatures, three-dimensional inspection, auxiliary data such as 30 m resolution Landsat ETM+ and 60 cm resolution ...
12
Self-organizing Systems in the Light of the Arrows of Orderedness, Symmetry, and Entropy
... Self-organizing processes (where new qualities come into being) happen in relatively small, open subsystems of a wider system (in which no new qualities emerge). Therefore in self-organizing ...
11
A Self-organizing and Self-configuration Algorithm for Resource Management in Service-oriented Systems
... distributed systems in large-scale and heterogeneous computing environments, clustering and communication overlay topology design has become more and more important to address several challenging issues and ...
8
Geovisualization to support the exploration of large health and demographic survey data
... planes visualization. They highlight different characteris- tics of the computational solution and integrate them with other graphics into multiple views to allow brushing, linking, panning, zooming, rotation and 3D ...
13
Spam Review Detection Using Self-Organizing Maps and Convolutional Neural Networks
... In this work, we introduce a novel approach to distinguish fake reviews from the truthful ones. This approach uses self-organizing maps (SOM) and convolutional neural networks (CNN) in a special ...
72