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Volumn 2015-January, Issue , 2015, Pages 2449-2457

Spectral representations for convolutional neural networks

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; CONVOLUTION; FREQUENCY DOMAIN ANALYSIS; INFORMATION SCIENCE; NEURAL NETWORKS; STOCHASTIC SYSTEMS;

EID: 84965137166     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (317)

References (20)
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    • Goodfellow, Ian J., Warde-Farley, David, Mirza, Mehdi, Courville, Aaron C., and Bengio, Yoshua. Maxout networks. CoRR, abs/1302.4389, 2013. URL http://dblp.uni-trier.de/db/journals/corr/corr1302.htmlbs-1302-4389.
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    • Goodfellow, I.J.1    Warde-Farley2    David, M.3    Mehdi, C.4    Aaron, C.5    Bengio, Y.6
  • 3
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    • What's wrong with convolutional nets?
    • Dec.
    • Hinton, Geoffrey. What's wrong with convolutional nets? MIT Brain and Cognitive Sciences - Fall Colloquium Series, Dec. 2014a. URL http://techtv. mit.edu/collections/bcs/videos/30698-what-s-wrong-with-convolutional-nets.
    • (2014) MIT Brain and Cognitive Sciences - Fall Colloquium Series
    • Hinton, G.1
  • 4
    • 84965096938 scopus 로고    scopus 로고
    • Ask me anything: Geoffrey hinton
    • Hinton, Geoffrey. Ask me anything: Geoffrey hinton. Reddit Machine Learning, 2014b. URL https://www.reddit.com/r/MachineLearning/comments/2lmo0l/ama-geoffrey-hinton/.
    • (2014) Reddit Machine Learning
    • Hinton, G.1
  • 5
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    • Batch normalization: Accelerating deep network training by reducing internal covariate shift
    • 1502.03167
    • Ioffe, Sergey and Szegedy, Christian. Batch normalization: Accelerating deep network training by reducing internal covariate shift. CoRR, abs/1502.03167, 2015. URL http://arxiv.org/abs/1502.03167.
    • (2015) CoRR
    • Ioffe, S.1    Szegedy, C.2
  • 7
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    • Adam: A method for stochastic optimization
    • 1412.6980
    • Kingma, Diederik and Ba, Jimmy. Adam: A method for stochastic optimization. CoRR, abs/1412.6980, 2015. URL http://arxiv.org/abs/1412.6980.
    • (2015) CoRR
    • Kingma, D.1    Ba, J.2
  • 8
    • 77956002520 scopus 로고    scopus 로고
    • Learning multiple layers of features from tiny images
    • Krizhevsky, Alex. Learning multiple layers of features from tiny images. Technical report, 2009.
    • (2009) Technical Report
    • Krizhevsky, A.1
  • 11
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    • Deeply-supervised nets
    • 1409.5185
    • Lee, Chen-Yu, Xie, Saining, Gallagher, Patrick, Zhang, Zhengyou, and Tu, Zhuowen. Deeply-supervised nets. CoRR, abs/1409.5185, 2014. URL http://arxiv.org/abs/1409.5185.
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    • Lee, C.-Y.1    Xie, S.2    Gallagher, P.3    Zhang, Z.4    Tu, Z.5
  • 12
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    • Network in network
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    • Lin, Min, Chen, Qiang, and Yan, Shuicheng. Network in network. CoRR, abs/1312.4400, 2013. URL http://dblp. uni-trier.de/db/journals/corr/corr1312.html#LinCY13.
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    • Lin, M.1    Chen, Q.2    Yan, S.3
  • 13
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    • Fast training of convolutional networks through FFTs
    • 1312.5851
    • Mathieu, Michaël, Henaff, Mikael, and LeCun, Yann. Fast training of convolutional networks through FFTs. CoRR, abs/1312.5851, 2013. URL http://arxiv.org/abs/1312.5851.
    • (2013) CoRR
    • Mathieu, M.1    Henaff, M.2    LeCun, Y.3
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    • Statistics of natural image categories
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    • Torralba, Antonio and Oliva, Aude. Statistics of natural image categories. Network, 14(3):391-412, August 2003. ISSN 0954-898X.
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  • 19
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    • Fast convolutional nets with fbfft: A GPU performance evaluation
    • 1412.7580
    • Vasilache, Nicolas, Johnson, Jeff, Mathieu, Michaël, Chintala, Soumith, Piantino, Serkan, and LeCun, Yann. Fast convolutional nets with fbfft: A GPU performance evaluation. CoRR, abs/1412.7580, 2014. URL http://arxiv.org/abs/1412.7580.
    • (2014) CoRR
    • Vasilache, N.1    Johnson, J.2    Mathieu, M.3    Chintala, S.4    Piantino, S.5    LeCun, Y.6
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    • Zeiler, Matthew D. and Fergus, Rob. Stochastic pooling for regularization of deep convolutional neural networks. CoRR, abs/1301.3557, 2013. URL http://dblp. uni-trier.de/db/journals/corr/corr1301.html #abs-1301-3557.
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    • Zeiler, M.D.1    Fergus, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.