C.C. Reddy

QuCNet: Quantum Deep Learning Driven Multi-Circuit Network for Remote Sensing Image Classification

We present QuCNet, a hybrid quantum classical network for efficient remote sensing image classification. QuCNet integrates a lightweight convolutional encoder with sixteen parallel four-qubit trainable quantum circuits (TQCs) trained under a Hybrid Cyclic Weight-Sharing (HCWS) strategy. This design