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Volumn , Issue , 2004, Pages

Learning curves for stochastic gradient descent in linear feedforward networks

Author keywords

[No Author keywords available]

Indexed keywords

FEED-FORWARD NETWORK; GRADIENT DESCENT; LEARNING CURVES; LEARNING METHODS; ONLINE TRAINING; STOCHASTIC GRADIENT DESCENT; STOCHASTIC METHODS; WEIGHT PERTURBATION;

EID: 0346554799     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (18)

References (9)
  • 1
    • 0025488663 scopus 로고
    • 30 Years of adaptive neural networks: Perceptron, madaline, and backpropagation
    • Widrow, B. & Lehr, M. A. 30 years of adaptive neural networks: Perceptron, Madaline, and backpropagation. Proc. IEEE 78(9):1415-1442, 1990.
    • (1990) Proc. IEEE , vol.78 , Issue.9 , pp. 1415-1442
    • Widrow, B.1    Lehr, M.A.2
  • 2
    • 0026712578 scopus 로고
    • Weight perturbation: An optimal architecture and learning technique for analog VLSI feed forward and recurrent multilayered networks
    • Jabri, M. & Flower, B. Weight perturbation: An optimal architecture and learning technique for analog VLSI feedforward and recurrent multilayered networks. IEEE Transactions on Neural Networks 3(1):154-157, 1992.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , Issue.1 , pp. 154-157
    • Jabri, M.1    Flower, B.2
  • 3
    • 0000610830 scopus 로고
    • Summed weight neuron perturbation: An O(n) improvement over weight perturbation
    • San Mateo, CA: Morgan Kaufman Publishers
    • Flower, B. & Jabri, M. Summed weight neuron perturbation: An O(n) improvement over weight perturbation. In Advances in Neural Information Processing Systems 5, San Mateo, CA: Morgan Kaufman Publishers: 212-219, 1993.
    • (1993) Advances in Neural Information Processing Systems , vol.5 , pp. 212-219
    • Flower, B.1    Jabri, M.2
  • 4
    • 0001149625 scopus 로고
    • A fast stochastic error-descent algorithm for supervised learning and optimization
    • San Mateo, CA: Morgan Kaufman Publishers
    • Cauwenberghs, G. A fast stochastic error-descent algorithm for supervised learning and optimization. In Advances in Neural Information Processing Systems 5, San Mateo, CA: Morgan Kaufman Publishers: 244-251, 1993.
    • (1993) Advances in Neural Information Processing Systems , vol.5 , pp. 244-251
    • Cauwenberghs, G.1
  • 5
    • 0030106428 scopus 로고    scopus 로고
    • An analog VLSI recurrent neural network learning a continuous-time trajectory
    • Cauwenberghs, G. An analog VLSI recurrent neural network learning a continuous-time trajectory. IEEE Transactions on Neural Networks 7(2):346-361, 1996.
    • (1996) IEEE Transactions on Neural Networks , vol.7 , Issue.2 , pp. 346-361
    • Cauwenberghs, G.1
  • 6
    • 84898984587 scopus 로고    scopus 로고
    • Private communication
    • Fiete, I. Private communication.
    • Fiete, I.1
  • 9
    • 0000337576 scopus 로고
    • Simple statistical gradient-following algorithms for connectionist reinforcement learning
    • Williams, R.J. Simple statistical gradient-following algorithms for connectionist reinforcement learning. Machine Learning 8:229-256, 1992.
    • (1992) Machine Learning , vol.8 , pp. 229-256
    • Williams, R.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.