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COUNTERFEIT NEURAL SYSTEMS: DESIGN, APPLICATIONS AND FUTURE DIRECTIONS

SOUNDARYA S S

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Abstract

Artificial Neural Systems (ANNs) are computational models propelled by the structure and work of the human brain. They play a imperative part in fathoming complex issues where conventional calculations come up short, such as picture acknowledgement, characteristic dialect preparing, and restorative diagnostics. This paper presents an diagram of ANN structures, their learning components, and real-world applications. The consider highlights how ANNs accomplish tall precision through administered and unsupervised learning strategies .Furthermore, it is about challenges such as large scale, excessive adaptation, Computational, which received requests for information. Ultimately, this paper contains details on how Ann Research leads to proper AI and integration into other paradigms for machine learning.

Copyright

Copyright © 2025 SOUNDARYA S. This is an open access article distributed under the Creative Commons Attribution License.

Paper Details
Paper ID: IJPREMS50800038994
ISSN: 2321-9653
Publisher: ijprems
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