| Presentation | 1993/11/24 An integrated paradigm for symbolism and connectionism Hiroshi Tsukimoto, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Many researchers have pointed out that the integration of symbolism and connectionism,which are two big paradigms in AI and cognitive science,is necessary.This paper presents an integrated paradigm for classical logic,which is a fundamental part of symbolism and neural networks,which are fundamental parts of connectionism.The motif is to pay attention to the mathematical representation of the both.As a result,the space of multi-linear functions is obtained.The space becomes a Euclidean space by introducing an inner product.Thus,the functions in the space can be approximated.This new paradigm,the space of multi-linear functions,can be applied to several problems.An application to the structural analysis of neural networks is presented with an example of Exclusive OR. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | symbolism / connectionism / an integrated paradigm / neual networks / classical logic / multi-linear functions |
| Paper # | NC93-53 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1993/11/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An integrated paradigm for symbolism and connectionism |
| Sub Title (in English) | |
| Keyword(1) | symbolism |
| Keyword(2) | connectionism |
| Keyword(3) | an integrated paradigm |
| Keyword(4) | neual networks |
| Keyword(5) | classical logic |
| Keyword(6) | multi-linear functions |
| 1st Author's Name | Hiroshi Tsukimoto |
| 1st Author's Affiliation | Toshiba() |
| Date | 1993/11/24 |
| Paper # | NC93-53 |
| Volume (vol) | vol.93 |
| Number (no) | 341 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |