An international team led by Innsbruck quantum physicist Peter Zoller, together with the US company QuEra Computing, has ...

Experimental results demonstrate that shallow 2-layer 1D CNNs achieve rapid inference (3 ms) and minimal memory (56 kB) but suffer from low accuracy (81.45%), while deeper 12-layer CNNs attain 98.29% ...

Each version applies 3×3 convolution-based filters and demonstrates how optimization strategies affect latency, frequency, and resource usage on FPGA. IMAGEFILTER/ ├── ImgFil_area_opt/ │ └── ...

Different whole‐slide scanners introduce systematic color variations in digital pathology images, which can degrade the performance and generalizability of downstream deep‐learning models. This ...