Medical Data Classification on Smart-Healthcare Applications
75Storage Reduction (%)Quantized CNNs
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Quantized CNNsTechnique / Model Type=Quantized convolutional neural networks, Main Strategy for Compression=Used lower-bit integer weights and activations rather than full-precision ones.2026.05 | 75 | — | 97 | — | — | |
| Binarized-Weight CNNsTechnique / Model Type=Binary-weight convolutional neural networks, Main Strategy for Compression=Replaced 32-bit floating-point weights with ±1 binary values.2026.05 | — | — | — | 32 | — |