Advanced International Journal for Research
E-ISSN: 3048-7641
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A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal
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Volume 7 Issue 1
January-February 2026
Indexing Partners
Development of an Neural Network using MATLAB for the detection of Breast Cancer Using ART 1 Method
| Author(s) | Ms. Poulmi Banerjee, Mr. Chintan Roy, Ms. Munmoon Chaki, Mr. Jit Modak |
|---|---|
| Country | India |
| Abstract | ART1 is an unsupervised neural network for binary pattern recognition. It uses attention, orienting, vigilance, and reset mechanisms. The vigilance parameter controls stability and detail recall, solving learning instability through adaptive resonance, enabling reliable pattern categorization and classification without supervised training. |
| Keywords | ART 1 network, Pattern categorization, Training Patterns, Vector |
| Field | Engineering |
| Published In | Volume 7, Issue 1, January-February 2026 |
| Published On | 2026-01-18 |
| DOI | https://doi.org/10.63363/aijfr.2026.v07i01.2924 |
| Short DOI | https://doi.org/hbk6vz |
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E-ISSN 3048-7641
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