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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Anderson, J.A. |
| Copyright Year | 2005 |
| Description | Author affiliation: Dept. of Cognitive & Linguistic Sci., Brown Univ., Providence, RI, USA (Anderson, J.A.) |
| Abstract | We want to design a suitable computer for the efficient execution of the software now being developed that displays human-like cognitive abilities. Examples of these potential software applications include natural language understanding, text processing, conceptually based Internet search, natural human-computer interfaces, cognitively based data mining, sensor fusion, and image understanding. Requirements of the proposed software are primary in shaping our hardware design. The hardware architecture design is based on a few ideas taken from the anatomy of mammalian neo-cortex. In common with other such attempts it is a massively parallel, two-dimensional array of CPUs and their associated memory. However, the design used in this project: (1) uses an approximation to cortical computation called the network of networks which holds that the basic computing unit in the cortex is not a single neuron but small groups of them working together in attractor networks; and (2) assumes connections in cortex are very sparse. The resulting architecture depends largely on local data movement. |
| Starting Page | 27 |
| Ending Page | 36 |
| File Size | 702181 |
| Page Count | 10 |
| File Format | |
| ISBN | 0780391365 |
| DOI | 10.1109/COGINF.2005.1532612 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2005-08-08 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Application software Computer displays Hardware Computer architecture Computer networks Brain computer interfaces Natural languages Text processing Internet Data mining |
| Content Type | Text |
| Resource Type | Article |
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