Search Results for author: Xiaoxin Cui

Found 2 papers, 2 papers with code

Towards Lossless ANN-SNN Conversion under Ultra-Low Latency with Dual-Phase Optimization

1 code implementation16 May 2022 ZiMing Wang, Shuang Lian, Yuhao Zhang, Xiaoxin Cui, Rui Yan, Huajin Tang

By evaluating on challenging datasets including CIFAR-10, CIFAR- 100 and ImageNet, the proposed method demonstrates the state-of-the-art performance in terms of accuracy, latency and energy preservation.

object-detection Object Detection +1

Integer-Only Neural Network Quantization Scheme Based on Shift-Batch-Normalization

1 code implementation28 May 2021 Qingyu Guo, YuAn Wang, Xiaoxin Cui

Without big integer multiplication(which is used in previous integer-only-quantization methods), this scheme can achieve good power and latency efficiency, and is especially suitable to be deployed on co-designed hardware platforms.

Quantization

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