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Volumn 14, Issue 10, 2008, Pages 1678-1694

An IP core and GUI for implementing multilayer perceptron with a fuzzy activation function on configurable logic devices

Author keywords

Configurable hardware; FPGA; Fuzzy logic; IP core; Multilayer perceptron; Neural networks; Programmable logic; VHDL

Indexed keywords


EID: 51049121565     PISSN: 0958695X     EISSN: 09486968     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (14)

References (19)
  • 6
    • 35748941248 scopus 로고    scopus 로고
    • A high bit resolution FPGA implementation of a FNN with a new algorithm for the activation function
    • Ferreira, P., Ribeiro, P., Antunes, A., Morgado-Dias, F.: A high bit resolution FPGA implementation of a FNN with a new algorithm for the activation function, Neurocomputing, vol 71, no 1-3, pp 71-77, 2007.
    • (2007) Neurocomputing , vol.71 , Issue.1-3 , pp. 71-77
    • Ferreira, P.1    Ribeiro, P.2    Antunes, A.3    Morgado-Dias, F.4
  • 12
    • 51049083838 scopus 로고    scopus 로고
    • Mendil, B., Benmahammed, K.: Simple Activation. Functions for Neural and Fuzzy Neural Networks. Circuits and Systems. ISCAS' 99, 5, pp 347-350, 1999.
    • Mendil, B., Benmahammed, K.: Simple Activation. Functions for Neural and Fuzzy Neural Networks. Circuits and Systems. ISCAS' 99, vol. 5, pp 347-350, 1999.
  • 15
    • 84867443354 scopus 로고    scopus 로고
    • A new hardware architecture for a general-purpose neuron based on distributed arithmetic and implemented on FPGA devices
    • Rosado, A., Bataller, M., Soria, E., Calpe, J., Francés, J.V.: A new hardware architecture for a general-purpose neuron based on distributed arithmetic and implemented on FPGA devices, Engineering of Intelligent Systems Conf. EIS'98, pp 321-326, 1998.
    • (1998) Engineering of Intelligent Systems Conf. EIS'98 , pp. 321-326
    • Rosado, A.1    Bataller, M.2    Soria, E.3    Calpe, J.4    Francés, J.V.5
  • 18
    • 34548081191 scopus 로고    scopus 로고
    • Torres-Huitzil, C., Girau, B., Gauffriau, A.: Hardware/Software Codesign for Embedded Implementation of Neural Networks, Lecture Notes in Computer Science. Springer Berlin/Heidelberg, 4419/2007, pp .167-178, from the book: Reconfigurable Computing: Architectures, Tools and Applications, 2007.
    • Torres-Huitzil, C., Girau, B., Gauffriau, A.: Hardware/Software Codesign for Embedded Implementation of Neural Networks, Lecture Notes in Computer Science. Springer Berlin/Heidelberg, vol. 4419/2007, pp .167-178, from the book: "Reconfigurable Computing: Architectures, Tools and Applications", 2007.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.