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Volumn , Issue , 2006, Pages 441-444

FPGA implementation of programmable pulse mode neural network with on chip learning

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVATION FUNCTIONS; FPGA IMPLEMENTATIONS; HARDWARE COST; LEARNING CAPABILITIES; MULTIPLIERLESS; MULTIPLIERLESS ARCHITECTURE; ON-CHIP LEARNING; PROPOSED ARCHITECTURES; PULSE MODES; PULSE MULTIPLIER; SIGNATURE RECOGNITION; XILINX FPGA;

EID: 78650389151     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (9)
  • 1
    • 28244476217 scopus 로고    scopus 로고
    • A new architecture for digital stochastic pulse mode neurons based on the voting circuit
    • M. Martincigh and A. Abramo (2005): " A new architecture for digital stochastic pulse mode neurons based on the voting circuit". IEEE trans.Neural networks, vol. 16, no. 6, pp. 1685-1693.
    • (2005) IEEE Trans.Neural Networks , vol.16 , Issue.6 , pp. 1685-1693
    • Martincigh, M.1    Abramo, A.2
  • 2
    • 0037844839 scopus 로고    scopus 로고
    • FPGA implementation of pulse density neural network with learning ability using simultanous perturbation
    • Y. Maeda and T. Tada(2003): " FPGA implementation of pulse density neural network with learning ability using simultanous perturbation". IEEE trans.Neural networks, vol. 14, no. 3, pp. 688-695.
    • (2003) IEEE Trans.Neural Networks , vol.14 , Issue.3 , pp. 688-695
    • Maeda, Y.1    Tada, T.2
  • 3
    • 0032683138 scopus 로고    scopus 로고
    • Frequncy-based multilayer neural network with on chip learning an enhanced neuron characteristcs
    • H. Hikawa (1999): " Frequncy-Based Multilayer Neural Network with on chip learning an Enhanced Neuron characteristcs". IEEE trans.Neural networks,vol. 10, no. 3, pp. 545-553.
    • (1999) IEEE Trans.Neural Networks , vol.10 , Issue.3 , pp. 545-553
    • Hikawa, H.1
  • 4
    • 0032069297 scopus 로고    scopus 로고
    • A DTCNN universal machine based on highly parallel 2-D cellular automataCAM
    • May
    • T. Ikenaga and T. Ogura, A DTCNN universal machine based on highly parallel 2-D cellular automataCAM, IEEE Trans. Circuits Syst. I, vol. 45, pp. 538546, May 1998.
    • (1998) IEEE Trans. Circuits Syst. i , vol.45 , pp. 538546
    • Ikenaga, T.1    Ogura, T.2
  • 5
    • 0029206490 scopus 로고
    • Random noise effects in pulse mode digital multilayer neural networks
    • Y.C. Kim and M. A. Shanblatt(1995): " Random noise effects in pulse mode digital multilayer neural networks". IEEE trans.Neural networks, vol. 6, pp. 220-229.
    • (1995) IEEE Trans.Neural Networks , vol.6 , pp. 220-229
    • Kim, Y.C.1    Shanblatt, M.A.2
  • 6
    • 0027206090 scopus 로고
    • Fast neural networks without multipliers
    • M. Marchesi, G. Orlandi, (1993): " Fast Neural Networks Without Multipliers". IEEE Acoust.Speech, Vol. 4, no. 1, pp. 53-62.
    • (1993) IEEE Acoust.Speech , vol.4 , Issue.1 , pp. 53-62
    • Marchesi, M.1    Orlandi, G.2
  • 7
    • 0027592059 scopus 로고
    • A generic systolic array building block for neural networks with on chip learning
    • C. Lehmann, M. Viredaz, and F. Blayo (1993): " A generic systolic array building block for neural networks with on chip learning". IEEE trans.Neural networks vol.
    • (1993) IEEE Trans.Neural Networks
    • Lehmann, C.1    Viredaz, M.2    Blayo, F.3
  • 8
    • 0026868352 scopus 로고
    • VLSI implementation of synaptic weighting and summing in pulse coded neural-type cells
    • May
    • G. Moon, M. E. Zaghloul, and R.W. Newcomb, VLSI implementation of synaptic weighting and summing in pulse coded neural-type cells, IEEE Trans. Neural Networks, vol. 3, pp. 394403, May 1992.
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    • Moon, G.1    Zaghloul, M.E.2    Newcomb, R.W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.