Presentation on theme: "A bit about analog, and a bit about bits Prof. Tom Lee Stanford University Matrix Semiconductor"— Presentation transcript:
A bit about analog, and a bit about bits Prof. Tom Lee Stanford University Matrix Semiconductor
Analog quantities – such as voltage, temperature, and pressure – span a continuum of values. –Signals can range from, say, WiFi microvolts to power line megavolts. –Analog systems typically evince high functionality per unit power consumed (e.g., the human ear consumes tens of microwatts), but –Difficult to process and store analog signals faithfully. –Analog functions are usually highly specialized; typically can’t readily convert one analog circuit into another one. “Nature is analog.” What is analog, anyway?
Digital signals are discrete in amplitude and in time –Signals are of uniform amplitude, say. –Digital systems typically consume high power per function, but –Storage and replication may be performed essentially without error. –Digital systems can be quite flexible. Paradoxically, this property has killed off circuit design innovation. “Digital is unnatural.” What, then, is digital?
Analog processing of some kind is unavoidable at interfaces with the physical world. –No such thing as an “all-digital” radio, for example (despite the buzz about “software” radios). Digital processing is a powerful and flexible way of transforming, storing, conveying and regenerating information. –Can’t expect a 100 th -generation photocopy to resemble the original, but a 100 th -generation CD-ROM can be just as good as the master. Analog and digital are good at quite different things. –Explains why the arc of history has traced an increasing synthesis of these two. Analog vs. digital: A false dichotomy
Increasing symbiosis through the ages
Another: 3-D imaging with 2-D CMUTs
What you can do with a CMUT Mechanically scanned transducer Analog processing 2-D electronically scanned array Massive digital processing
Purely digital paradigms are limited. –The Pentium 4 consumes ~100W, the human brain but 25W. So, (why) is analog ascending?
Biology has thrown down the gauntlet Source: Hans Moravec, CMU
One view: Analog will serve as merely another rationale for Intel to build ever-more powerful CPUs. This co- dependency will continue until market forces dictate otherwise. Another view: Insights gained from studying diverse fields will inform, and drive, a convergent evolution of seemingly disparate technologies. –Hard to predict where this will go, but my guess is that ethicists and social scientists will have plenty to chew on. Whither analog?
Man is the only computer that can be mass-produced by unskilled labor. -Wernher von Braun, rocket scientist