Ein evolutionärer Ansatz für aufgabenspezifische MobileNet-Topologien
暂无分享,去创建一个
[1] Roland Vollgraf,et al. Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms , 2017, ArXiv.
[2] Hak-Keung Lam,et al. Tuning of the structure and parameters of a neural network using an improved genetic algorithm , 2003, IEEE Trans. Neural Networks.
[3] Dario Floreano,et al. Neuroevolution: from architectures to learning , 2008, Evol. Intell..
[4] Qingyong Li,et al. A Hierarchical Extractor-Based Visual Rail Surface Inspection System , 2017, IEEE Sensors Journal.
[5] Domingo Mery,et al. GDXray: The Database of X-ray Images for Nondestructive Testing , 2015, Journal of Nondestructive Evaluation.
[6] Jason Cong,et al. Energy-Efficient CNN Implementation on a Deeply Pipelined FPGA Cluster , 2016, ISLPED.
[7] M.N.S. Swamy,et al. Search and Optimization by Metaheuristics: Techniques and Algorithms Inspired by Nature , 2016 .
[8] Quoc V. Le,et al. Neural Architecture Search with Reinforcement Learning , 2016, ICLR.
[9] Bo Chen,et al. MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications , 2017, ArXiv.
[10] John H. Holland,et al. Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .
[11] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[12] Ralf Salomon,et al. Evolutionary algorithms and gradient search: similarities and differences , 1998, IEEE Trans. Evol. Comput..
[13] Andrew Y. Ng,et al. Reading Digits in Natural Images with Unsupervised Feature Learning , 2011 .
[14] Alex Krizhevsky,et al. Learning Multiple Layers of Features from Tiny Images , 2009 .
[15] Wei Cao,et al. RNA: An Accurate Residual Network Accelerator for Quantized and Reconstructed Deep Neural Networks , 2019, IEICE Transactions on Information and Systems.
[16] Michael Heizmann,et al. Gradient Based Evolution to Optimize the Structure of Convolutional Neural Networks , 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).
[17] Risto Miikkulainen,et al. Evolving Neural Networks through Augmenting Topologies , 2002, Evolutionary Computation.
[18] Ruizhi Chen,et al. FBNA: A Fully Binarized Neural Network Accelerator , 2018, 2018 28th International Conference on Field Programmable Logic and Applications (FPL).
[19] R. J. Kuo,et al. The gradient evolution algorithm: A new metaheuristic , 2015, Inf. Sci..
[20] Kay Chen Tan,et al. A Generic Deep-Learning-Based Approach for Automated Surface Inspection , 2018, IEEE Transactions on Cybernetics.
[21] Yunhui Yan,et al. Automatic Recognition of Surface Defects on Hot-Rolled Steel Strip Using Scattering Convolution Network , 2014 .