Skip to main content

Recognition Engines

New computer designs process networked "streams" of data for better spam and virus detection


On supporting science journalism

If you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.


The computer industry survived for much longer than it should have on the assurance that faster processors every few years would cover a multitude of sins--the inefficiency and bloated size of application software being some of the worst transgressions. That luxury appears to be fading as power consumption has skyrocketed and the circuit boards on which the microprocessors sit threaten to transmute themselves into space heaters. Intel (where the hallowed Moore's law has reigned) and other hardware makers have responded by designing computers to run multiple processors at slower speeds.

Multiprocessors come with their own baggage, however. First, writing software that apportions computational tasks among several processors remains an unwanted burden for many programmers. Moreover, a number of the fastest-growing networking applications--from virus scanning to reading Web documents encoded in extensible markup language (XML)--do not lend themselves readily to parallel processing....

Gary Stix, the neuroscience and psychology editor for Scientific American, edits and reports on emerging advances that have propelled brain science to the forefront of the biological sciences. Stix has edited or written cover stories, feature articles and news on diverse topics, ranging from what happens in the brain when a person is immersed in thought to the impact of brain implant technology that alleviates mood disorders like depression. Before taking over the neuroscience beat, Stix, as Scientific American's special projects editor, oversaw the magazine's annual single-topic special issues, conceiving of and producing issues on Einstein, Darwin, climate change and nanotechnology. One special issue he edited on the topic of time in all of its manifestations won a National Magazine Award. Stix is the author with his wife Miriam Lacob of a technology primer called Who Gives a Gigabyte: A Survival Guide to the Technologically Perplexed.

More by Gary Stix
Scientific American Magazine Vol 294 Issue 1This article was originally published with the title “Recognition Engines” in Scientific American Magazine Vol. 294 No. 1 ()