Transpiled CNOT quantum gate circuit showing the decomposition into 5 native gates with a circuit depth of 7. حسب Danish ul Khairi (19660534)

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Training accuracy and loss for NNQEv1 and NNQEv2 across 5 layers and 40 epochs. حسب Danish ul Khairi (19660534)

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Visual comparison of quantum-encoded feature maps generated by the NNQEv1 (CNOT) and NNQEv2 (CZ) entanglers for a single input image. حسب Danish ul Khairi (19660534)

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Comparison of CNOT and CZ gate fidelity and noise characteristics. حسب Danish ul Khairi (19660534)

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Table comprehensive performance comparison of classical, quantum, and hybrid models across datasets. حسب Danish ul Khairi (19660534)

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Test accuracy (%) of NNQEv1 and NNQEv2 with different optimizers across 1 to 5 layers on the apple dataset. حسب Danish ul Khairi (19660534)

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Sample images of FruitQ dataset. حسب Danish ul Khairi (19660534)

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Quantum circuit diagrams for different layers and entangling gates: (a) Layer 1 with NNQEv2 entangler. حسب Danish ul Khairi (19660534)

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(a) CNOT Encoded Features (b) CZ Encoded Features. حسب Danish ul Khairi (19660534)

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CNOT encoded features and CZ encoded features. حسب Danish ul Khairi (19660534)

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Transpiled CZ quantum gate circuit showing the more efficient decomposition into 3 native gates with a circuit depth of 6. حسب Danish ul Khairi (19660534)

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The verification of the output حسب Paul A. Gagniuc (1818325)

"…<p dir="ltr"><b>The verification of the output</b>. (A) initial transition matrix (T1) of the simulator. …"

Sample verification. حسب Lauren Lanahan (3165426)

Antibody verification. حسب Lan Xia (443866)

"…<p>(A) Overexpression verification. HEK293T cells were transfected with CFAP77-, CCDC105-, or TEX43-tagged plasmids; both tag-antibodies and their antibodies recognized a specific band at the same molecular size. …"

Model verification. حسب Philippos Michaelides (18463232)

Verification of integrity. حسب Chin-Ling Chen (17542074)

Left and right-side shoulder kinematics for model verification for: A) the static verification task, and B) the dynamic verification task. حسب Zoe M. Moore (22331721)

Measurement model verification. حسب Yuxin Yang (694142)

Verification of RNAi knockdowns. حسب Monnette F. Summers (22075935)

The robustness verification result. حسب Jiaqiang Sun (176863)