Structured connectionist models and language learning
โ Scribed by Jerome A. Feldman
- Publisher
- Springer Netherlands
- Year
- 1993
- Tongue
- English
- Weight
- 755 KB
- Volume
- 7
- Category
- Article
- ISSN
- 0269-2821
No coin nor oath required. For personal study only.
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We show that an arbitrary "connectionist" model of n neutrons, defined by an n X n real matrix, can be simulated by a system of O(n310g n ) Boolean gates with an O(1og n ) time slow-down factor. This establishes that, even though nz real numbers possibly of high precision are required to define it,
Some basic principles of connectionist research are explained along with an account of a number of the techniques necessary for constructing connectionist models. The objective is to introduce the area to people with limited mathematical and computational backgrounds by reducing the examples to simp