Advanced International Journal for Research

E-ISSN: 3048-7641     Impact Factor: 9.11

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

Call for Paper Volume 7, Issue 1 (January-February 2026) Submit your research before last 3 days of February to publish your research paper in the issue of January-February.

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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