A Foundation to Perception Computing, Logic and Automata
| dc.creator | Belal, Mohamed A. | |
| dc.date | 2006-07-30 | |
| dc.date.accessioned | 2026-07-07T07:16:27Z | |
| dc.date.available | 2026-07-07T07:16:27Z | |
| dc.description | In this report, a novel approach to intelligence and learning is introduced, this approach is based on what we call 'perception logic'. Based on this logic, a computing mechanism and automata are introduced. Multi-resolution analysis of perceptual information is given, in which learning is accomplished in at most O(log(N))epochs, where N is the number of samples, and the convergence is guarnteed. This approach combines the favors of computational modeles in the sense that they are structured and mathematically well-defined, and the adaptivity of soft computing approaches, in addition to the continuity and real-time response of dynamical systems. | |
| dc.description | 39 pages, pdf format, to be published | |
| dc.identifier | https://arxiv.org/abs/cs/0607138 | |
| dc.identifier | http://arxiv.org/abs/cs/0607138 | |
| dc.identifier.uri | http://salesiana.dossiersoluciones.com/handle/123456789/113595 | |
| dc.subject | Artificial Intelligence | |
| dc.subject | Machine Learning | |
| dc.subject | I.2.0; I.2.6 | |
| dc.title | A Foundation to Perception Computing, Logic and Automata | |
| dc.type | text |