Resources and Help Neuromorphic electronic systems Abstract: It is shown that for many problems, particularly those in which the input data are ill-conditioned and the computation can be specified in a relative manner, biological solutions are many orders of magnitude more effective than those using digital methods. This advantage can be attributed principally to the use of elementary physical phenomena as computational primitives, and to the representation of information by the relative values of analog signals rather than by the absolute values of digital signals. This approach requires adaptive techniques to mitigate the effects of component differences. This kind of adaptation leads naturally to systems that learn about their environment. Large-scale adaptive analog systems are more robust to component degradation and failure than are more conventional systems, and they use far less power.

Author:Malagor Arakree
Country:South Africa
Language:English (Spanish)
Published (Last):25 August 2015
PDF File Size:13.65 Mb
ePub File Size:13.27 Mb
Price:Free* [*Free Regsitration Required]

During the s, he carried out systematic investigations into the energy behavior of electrons in insulators and semiconductors, developing a deep understanding of electron tunneling, barrier behavior and hot-electron transport. Spitzer established the importance of interface states, laying the groundwork for band-gap engineering and the development of heterojunction devices. Moore and Mead began collaborating around when Moore gave Mead "cosmetic reject" transistors from Fairchild Semiconductor for his students to use in his classes.

During the s Mead made weekly visits to Fairchild, visiting the research and development labs and discussing their work with Moore. During one of their discussions, Moore asked Mead whether electron tunneling might limit the size of a workable transistor. When told that it would, he asked what the limit would be. In , Mead demonstrated, contrary to common assumptions, that as transistors decreased in size, they would not become more fragile or hotter or more expensive or slower.

Rather, he argued that transistors would get faster, better, cooler and cheaper as they were miniaturized. This lower limit to transistor size was considerably smaller than had been generally expected.

His prediction implied that substantial changes in technology would have to occur to achieve such scalability. Mead was one of the first researchers to investigate techniques for very-large-scale integration , designing and creating high-complexity microchips.

Throughout the s, with involvement and feedback from a succession of classes, Mead developed his ideas of integrated circuit and system design. He worked with Ivan Sutherland and Frederick B.

Thompson to establish Computer Science as a department at Caltech, which formally occurred in Cheng and others formed Silicon Compilers Inc. SCI in The companies then design special-purpose chips and outsource the chip fabrication to less expensive overseas semiconductor foundries. The first product that Synaptics brought to market was a pressure-sensitive computer touchpad , a form of sensing technology that rapidly replaced the trackball and mouse in laptop computers.

Lyon and Carver Mead described the creation of an analog cochlea , modelling the fluid-dynamic traveling-wave system of the auditory portion of the inner ear.

Their work has inspired ongoing research, attempting to create a silicon analog that can emulate the signal processing capacities of a biological cochlea. Mead designed the computer chip for their hearing aids. In addition to being small, the chip was said to be the most powerful used in a hearing aid. This provides more complete information and better quality photos compared to standard cameras that detect one color per pixel. Using low-power methods of storing charges on floating-gate transistors, Impinj developed applications for flash memory storage and radio frequency identity tags RFID.

This reconceptualization makes predictions that differ from general relativity. Moreover, this difference in polarization can be detected by advanced LIGO. The following list indicates some of the most significant, and their main contributions. Foveon , silicon sensors for photographic imaging [8] [41] [45] Impinj , self-adaptive microchips for flash memory and RFID [8] [69] Silicon Compilers, integrated circuit design [6] Sonic Innovations, computer chips for hearing aids [6].

BS7909 PDF

Neuromorphic engineering

Tojalabar A Caltech Library Service. Developing this new direction, Mead was successful in finding venture capital funding to support the start of a number of companies, in part due to an early connection with Arnold Beckmanchairman of the Caltech Board of Trustees. Carver Mead has developed an approach he calls Collective Electrodynamics in which electromagnetic effects, including quantized energy transfer, are derived from the interactions of the wavefunctions of electrons behaving collectively. Journal of Applied Physics. Retrieved August 5, Biological in formation-processing systems operate on completely different principles from those with which most engineers are familiar. InMead demonstrated, contrary to common assumptions, that as transistors decreased in size, they would not become more fragile or hotter or more expensive or slower.



I could start fresh, with the right conceptual underpinnings, and give a clear picture of the prospects for compilation. Colin Johnson June 12, The reason that one must start from the bottom, is that the bottom is where the necessary invariants get built into the internal representation of information. And achieving the proper representation will allow systems to recognize the objects of vision or speech as people do. That last remark warmed my heart considerably. But what does [the] technological revolution mean for the future of the world order? It means that nations will have to grant to their scientists complete freedom of inquiry; to their businessmen and entrepreneurs, freedom to invest, to risk, to create new products and with them new markets; to their entire economies, the freedom to grow and grow, unburdened by heavy taxation and unimpeded by needless regulation.


Articles and Interviews

Nezshura This page was last edited on 28 Octoberat Mead has been involved in the founding of at least 20 companies. A pioneer of modern microelectronicshe has made contributions to the development and design of semiconductorsdigital chips, and silicon compilerstechnologies which form the foundations of modern very-large-scale integration chip design. From Wikipedia, the free encyclopedia. Biological in formation-processing systems operate on completely different principles from those with which most engineers are familiar.

Related Articles