ART1 Network: Application in Wine Classification

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Parallel Processing of ART1 Neural Network Algorithm and Application for Recognition of Color Images

It is well known, that standard ART1 network may process only binary images. In this paper we develop a method for a parallel processing of ART1 neural network algorithm, which allow to recognition of color images and speed up of the image processing and recognition.

متن کامل

An ART1 microchip and its use in multi-ART1 systems

Recently, a real-time clustering microchip neural engine based on the ART1 architecture has been reported. However, that chip rendered an extremely high silicon area consumption of 1 cm(2), and consequently an extremely low yield of 6%. Redundant circuit techniques can be introduced to improve yield performance at the cost of further increasing chip size. In this paper we present an improved AR...

متن کامل

Spatial Planning for Soil Classification Through Adaptive Resonance Theory (ART1)

In this day and age spatial image classification has become a challenging task. Many systems are developed based on the different approaches of retrieval but the need of image based retrieval system is of dire need. It takes into account an image as the input query and the images are retrieved based on content of the image which is a complicated task. For this reason, CBIR system is used as an ...

متن کامل

Cluster Head Selection in Mobile Ad-hoc Network (MANET) Using ART1 Neural Network

Mobile ad-hoc network or simply MANET is one of the better choices for communication in various fields like military, environment, tracking etc. due to its cost effectiveness. Limited battery power is a major challenge in MANET for many applications. Hence, to handle this problem, we more often work on routing technique like DSR, AODV, DSDV, OLTP. Therefore it consumes less power during data tr...

متن کامل

Adaptive Resonance Theory 1 (ART1) Neural Network Based Horizontal and Vertical Classification of 0-9 Digits Recognition

This study describes the Adaptive Resonance Theory 1 (ART1), an efficient algorithm that emulates the self-organizing pattern recognition and hypothesis testing properties of the ART neural network architecture for horizontal and vertical classification of 0-9 digits recognition. In our approach the ART1 model can self-organize in real time producing stable and clear recognition while getting i...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: International Journal of Chemical Engineering and Applications

سال: 2011

ISSN: 2010-0221

DOI: 10.7763/ijcea.2011.v2.100