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Volumn , Issue , 2014, Pages

An empirical investigation of catastrophic forgetting in gradient-based neural networks

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL ACTIVATION;

EID: 85083951527     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (326)

References (18)
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    • Martens, J.1    Sutskever, I.2
  • 12
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    • Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory
    • McClelland, J. L., McNaughton, B. L., and O’Reilly, R. C. Why there are complementary learning systems in the hippocampus and neocortex: Insights from the successes and failures of connectionist models of learning and memory. Psychological Review, 102:419–457, 1995.
    • (1995) Psychological Review , vol.102 , pp. 419-457
    • McClelland, J.L.1    McNaughton, B.L.2    O’Reilly, R.C.3
  • 14
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    • Catastrophic interference in connectionist networks: The sequential learning problem
    • Bower, G. H. ed, Academic Press, San Diego, CA
    • McCloskey, M. and Cohen, N. J. Catastrophic interference in connectionist networks: The sequential learning problem. In Bower, G. H. (ed.), The Psychology of Learning and Motivation, Vol. 24, pp. 109–164. Academic Press, San Diego, CA, 1989.
    • (1989) The Psychology of Learning and Motivation , vol.24 , pp. 109-164
    • McCloskey, M.1    Cohen, N.J.2
  • 15
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    • Connectionist models of recognition memory: Constraints imposed by learning and forgetting functions
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    • Ratcliff, R. Connectionist models of recognition memory: constraints imposed by learning and forgetting functions. Psychological review, 97(2):285–308, April 1990. ISSN 0033-295X. URL http://view.ncbi.nlm.nih.gov/pubmed/2186426.
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    • Ratcliff, R.1
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    • Compete to compute
    • Burges, C.J.C., Bottou, L., Welling, M., Ghahramani, Z., and Weinberger, K.Q. eds
    • Srivastava, Rupesh K, Masci, Jonathan, Kazerounian, Sohrob, Gomez, Faustino, and Schmidhuber, Jürgen. Compete to compute. In Burges, C.J.C., Bottou, L., Welling, M., Ghahramani, Z., and Weinberger, K.Q. (eds.), Advances in Neural Information Processing Systems 26, pp. 2310–2318. 2013. URL http://media.nips.cc/nipsbooks/nipspapers/paper_files/nips26/1109.pdf.
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    • Srivastava, R.K.1    Masci, J.2    Kazerounian, S.3    Gomez, F.4    Schmidhuber, J.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.