Read e-book online Analog VLSI Implementation of Neural Systems PDF

By Christopher R. Carroll (auth.), Carver Mead, Mohammed Ismail (eds.)

This quantity includes the complaints of a workshop on Analog built-in Neural platforms held may well eight, 1989, in reference to the foreign Symposium on Circuits and structures. The displays have been selected to surround the whole diversity of issues at the moment below research during this intriguing new self-discipline. Stringent popularity specifications have been put on contributions: (1) every one description was once required to incorporate targeted characterization of a operating chip, and (2) every one layout used to be to not were released formerly. in different situations, the prestige of the venture used to be now not recognized till a couple of weeks earlier than the assembly date. therefore, probably the most fresh leading edge paintings within the box was once provided. simply because this self-discipline is evolving swiftly, every one undertaking is especially a lot a piece in development. Authors have been requested to dedicate enormous awareness to the shortcomings in their designs, in addition to to the impressive successes they accomplished. during this approach, different employees can now stay away from stumbling into a similar traps, and evolution can continue extra swiftly (and much less painfully). The chapters during this quantity are provided within the comparable order because the corresponding shows on the workshop. the 1st chapters are excited by fmding options to advanced optimization difficulties lower than a predefmed set of constraints. the 1st bankruptcy stories what's, to the simplest of our wisdom, the 1st neural-chip layout. In each one case, the physics of the underlying digital medium is used to symbolize a price functionality in a typical means, utilizing basically nearest-neighbor connectivity.

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Download PDF by Christopher R. Carroll (auth.), Carver Mead, Mohammed Ismail: Analog VLSI Implementation of Neural Systems

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This pass gate acts as a binary switch that is opened or closed dependent on whether or not the absolute-value current is greater than the threshold current provided by VB. VR provides independent control of the resistance of the fuse when the binary switch is closed. 42 Figure 9 Layout of the 1-D fuse network. Voltage sources di provide input to the network through wide-range transconductance amplifiers. The bias voltages on these amplifiers 9i controls their conductance. The smoothed and segmented outputs are given as voltages at f;.

R. Soc. Lond. B 226:303-323. , and Koch, C. (1985). Computational vision and regularization theory. Nature 317:314-319. , and Yuille, A. (1986). A regularized solution to edge detection. Artif. Intell. Lab Memo No. 833 (MIT, Cambridge). A. , Real-time visual computation using analog CMOS processing arrays. In: 1987 Stanford Conf. VLSI, pp. 295-312 (MIT Press, Cambridge, 1987). Standley, D. , and Wyatt, J. , Jr. (1989). Stability criterion for lateral inhibition and related networks that is robust in the presence of integrated circuit parasitics.

346-365, September, 1961. 5. , "Shortest Path Through a Maze," Annals of the Computation Laboratory of Harvard University, Vol. 30, Cambridge, MA: Harvard University Press, pp. 285-292, 1959. 6. , "A Better Mousetrap," Computer Science Department display file #562, California Institute of Technology, March 8, 1977. Christopher R. Carroll was born in Cincinnati, Ohio on February 27, 1954. D. in Computer Science degrees from California Institute of Technology in June, 1977 and June, 1982, respectively.

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