Download Analog VLSI Neural Networks: A Special Issue of Analog by Yoshiyasu Takefuji (auth.), Yoshiyasu Takefuji (eds.) PDF

By Yoshiyasu Takefuji (auth.), Yoshiyasu Takefuji (eds.)

This ebook brings jointly in a single position vital contributions and state of the art study within the quickly advancing region of analog VLSI neural networks.
The booklet serves as a superb reference, offering insights into probably the most very important matters in analog VLSI neural networks examine efforts.

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MIT Press: Cambridge, MA, pp. 282-317, 1986. 7. 1. Bailey and D. Hammerstrom, "Why VLSI implmentations of associative VLCNs require connection multiplexing," in Proc. IEEE Int. Con! Neural Networks, San Diego, CA, Vol. 2, pp. 173-180, 1989. 8. S. Morton, "An argument for digital neural nets," Letter to the Editor, Electronics May 26, 1988, p. 26. 9. 1. Daugman, "Networks for image analysis: motion and texture:' inProc. Int. Joint Con! Neural Networks, Washington, DC, Vol. I, pp. 189-194, 1989.

The special care taken to concentrate the offset generating error sources in only one circuit branch is justified by this result. Table 4. Comparison optimization results with actual circuit implementation. 2 mm' 291 series connection for the long and a parallel connection for the wide mirror transistor introduce an area overhead of about the same size as the simple current mirror implementation itself. This results in an area efficiency reduction of about 2. The difference for the Carea value is due to the area overhead of the switches and of extra area needed for splitting the capacitor in a parallel connection.

The presented CMOS design has approximately one order of magnitude smaller chip area. This confirms our approach of total circuit area minimization instead of capacitor area minimization. Also the offset voltage is one order of magnitude smaller for the same cutoff frequency. The special care taken to concentrate the offset generating error sources in only one circuit branch is justified by this result. Table 4. Comparison optimization results with actual circuit implementation. 2 mm' 291 series connection for the long and a parallel connection for the wide mirror transistor introduce an area overhead of about the same size as the simple current mirror implementation itself.

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