Comprehensive Evaluation of OpenCL-Based CNN Implementations for FPGAs
暂无分享,去创建一个
Ricardo Tapiador-Morales | Antonio Rios-Navarro | Alejandro Linares-Barranco | Jae-sun Seo | Minkyu Kim | Deepak Kadetotad | Jae-sun Seo | A. Linares-Barranco | A. Rios-Navarro | Ricardo Tapiador-Morales | Minkyu Kim | Deepak Kadetotad
[1] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[2] Vivienne Sze,et al. 14.5 Eyeriss: An energy-efficient reconfigurable accelerator for deep convolutional neural networks , 2016, ISSCC.
[3] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[4] Trevor Darrell,et al. Caffe: Convolutional Architecture for Fast Feature Embedding , 2014, ACM Multimedia.
[5] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[6] Jia Wang,et al. DaDianNao: A Machine-Learning Supercomputer , 2014, 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture.
[7] Berin Martini,et al. Hardware accelerated convolutional neural networks for synthetic vision systems , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.
[8] Jun-Seok Park,et al. 14.6 A 1.42TOPS/W deep convolutional neural network recognition processor for intelligent IoE systems , 2016, 2016 IEEE International Solid-State Circuits Conference (ISSCC).
[9] Yu Cao,et al. Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks , 2016, FPGA.
[10] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[11] Dumitru Erhan,et al. Going deeper with convolutions , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[12] Berin Martini,et al. A 240 G-ops/s Mobile Coprocessor for Deep Neural Networks , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops.
[13] Jason Cong,et al. Optimizing FPGA-based Accelerator Design for Deep Convolutional Neural Networks , 2015, FPGA.