Datastream: Processing Power, From Sea Sponge to Neural Net

A Wired retro item, from the 25th anniversary issue.

Processing power of various entities, by number of “neurons”

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Sea sponge (640 million years ago): 0 // Adaline (1960): 1 // SNARC (1951): 40

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Roundworm (400 million years ago): 302 // LeNet-5 (1998): 8,094 // Fukushima’s Neocognitron (1980): 11,064

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Fruit fly (120 million years ago): 100,000 // AlexNet (2012): 650,000

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Cockroach (200 million years ago): 1 million // COTS HPC system (2013): 1.2 million // Digital reasoning neural network (2015): 8+ million

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Rat (5–6 million years ago): 200 million

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Homo sapiens (315,000 years ago): 86 billion

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Elephant (4 million years ago): 257 billion


About Datastream

Debut: Sep 2008 | Status: Ongoing | Appearances in print: 172

“Not everything needs to be a steak dinner. Sometimes the best part of the meal is one of the appetizers.” —Carl De Torres, former senior art director and creator of Datastream

This article appears in the October issue. Subscribe now.