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Published at November 27CIM-Based Parallel Fully FFNN Surface Code High-Level Decoder for Quantum Error Correction
cs.AR
Released Date: November 27, 2024
Authors: Hao Wang1, Erjia Xiao1, Songhuan He2, Zhongyi Ni1, Lingfeng Zhang1, Xiaokun Zhan3, Yifei Cui2, Jinguo Liu1, Cheng Wang2, Zhongrui Wang4, Renjing Xu1
Aff.: 1Hong Kong University of Science and Technology (Guangzhou); 2University of Electronic Science and Technology of China; 3Harbin Institute of Technology; 4Southern University of Science and Technology

| Distance | Pth | NN-Based Classifier | NN-Based Simple Decoder | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Latency(ns) | Area(mm2) | Power(W) | Energy(nJ) | Latency(ns) | Area(mm2) | Power(W) | Energy(nJ) | ||
| 3 | 10.40% | 197.03 | 72.92 | 0.16 | 31.18 | 196.11 | 55.55 | 0.11 | 20.92 |
| 5 | 11.30% | 234.87 | 98.97 | 0.75 | 177.06 | 203.93 | 81.61 | 0.22 | 45.79 |
| 7 | 12% | 243.73 | 197.95 | 1.89 | 461.63 | 215.37 | 133.72 | 0.54 | 116.74 |
| 9 | 11.60% | 251.65 | 296.93 | 2.94 | 740.82 | 239.65 | 479.34 | 4.23 | 1018.12 |