Using xilinx FPGAs to implement neural networks and fuzzy systems

IEE Colloquium (Digest)

Volumn , Issue 133, 1997, Pages

  Blake, J J ^a   Maguire, L P ^a   McGinnity, T M ^a   McDaid, L J ^a  

^a UNIVERSITY OF ULSTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 6144282969     PISSN: 09633308     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. Bade, S; Hutchings, BL; "FPGA based stochastic neural network implementation", Proc. IEEE workshop on FPGAs for Custom Computing Machines, pp. 189-198,1994.
2. NM Botros; M. Abdul-Aziz: "Hardware implementation of an artificial neural network" Proc. IEEE Int. Conf. on Neural Networks, pp. 1252-1257, 1993.
3. Eldredge, JG; Hutchings, BL: "Run-time configuration: A method for enhancing functional density of SRAM based FPGAs", Journal of VLSI Signal Processing, Vol. 12, No. 1, pp. 67-86, 1996.
4. Kwan, HK : "Simple Sigmoid-Like Activation Function Suitable for Digital Hardware Implementation", Electronics Letters, pp. 1379-1380, Vol. 28, No. 15, 1992.
5. Lee, CC : "Fuzzy Logic in Control Systems: Fuzzy Logic Controller - part 1 and II", IEEE Trans SMC, pp 404-435, Vol.20, No.2, 1990.
6. Manzoul A; Jayabharathi, D : "FPGA for fuzzy controllers", IEEE Trans. SMC, pp. 213-216, Vol. 25 No 1, Jan. 1995.
7. Salapura, V; Hamann, V : "Prototyping fuzzy controllers using VHDL and FPGA technology", International ICSC Symposium on Fuzzy Logic, Zurich, Switzerland, May 1995.
8. Sugeno, M; Kang, GT: "Structure identification of fuzzy model", Fuzzy Sets and Systems, Vol. 28, pp. 15-33, 1988.
9. Watanabe, H; Detloff, WD; Yount, KE "A VLSI Fuzzy Logic Controller with Reconfigurable, Cascadable Architecture", IEEE Journal of Solid State Circuits, pp. 376-382, Vol.25, No.2, April 1990.
10. Yamakawa, T : "A Fuzzy Inference Engine in non-linear analog mode and its application to a Fuzzy Logic Control", IEEE Trans, on Neural Networks, pp. 496-522, Vol. 4, No. 3, May 1993.