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. 2025 Oct 8;19:1682603. doi: 10.3389/fnins.2025.1682603

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Copyright © 2025 Chen, Cai, Tan, Lv, Zhang and Du.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Diagram illustrating a neural network architecture with layers and operations. Data flows from a three-dimensional input, through convolutional layers, reshaping, softmax, and multiplication operations. It incorporates mechanisms like Cascaded Pyramid Pooling and Context Recalibration Blocks. The final output maintains the same dimensions as the input. — The structure of CFC.