Accelerating Deep Convolutional Networks using low-precision and sparsity
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Eriko Nurvitadhi | Ganesh Venkatesh | Debbie Marr | Ganesh Venkatesh | E. Nurvitadhi | Debbie Marr | Eriko Nurvitadhi
[1] Li Fei-Fei,et al. ImageNet: A large-scale hierarchical image database , 2009, CVPR.
[2] Robert A. van de Geijn,et al. Codesign Tradeoffs for High-Performance, Low-Power Linear Algebra Architectures , 2012, IEEE Transactions on Computers.
[3] Jia Wang,et al. DaDianNao: A Machine-Learning Supercomputer , 2014, 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture.
[4] Jian Sun,et al. Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[5] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[6] Bin Liu,et al. Ternary Weight Networks , 2016, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[7] Song Han,et al. EIE: Efficient Inference Engine on Compressed Deep Neural Network , 2016, 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA).
[8] Natalie D. Enright Jerger,et al. Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing , 2016, 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA).
[9] Song Han,et al. Deep Compression: Compressing Deep Neural Network with Pruning, Trained Quantization and Huffman Coding , 2015, ICLR.
[10] Yoshua Bengio,et al. Neural Networks with Few Multiplications , 2015, ICLR.
[11] Jian Sun,et al. Identity Mappings in Deep Residual Networks , 2016, ECCV.
[12] Chong Wang,et al. Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin , 2015, ICML.
[13] Ali Farhadi,et al. XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks , 2016, ECCV.