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Unformatted text preview: Input Layer Hidden Layer Output Layer Meaning Output B. To receive a string: 1. Process each symbol; 2. At the end of string, meaning = activations of output layer C. To send a meaning: 1. Determine symbol that minimizes nets output error with the meaning 2. Send that symbol 3. Process that symbol 4. If nets output is correct, quit 5. Else continue IV. Conclusions A. Relatively simple learning abilities can result in accurate systems for communicating complex meanings B. Syntactic regularities emerge as stable, learnable, and consistent conventions that both senders and receivers can employ C. The learning dynamic shapes properties of the systems --- without any encoding of those properties in the learning mechanism D....
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This note was uploaded on 04/22/2008 for the course COGS 1 taught by Professor Lewis during the Winter '08 term at UCSD.
- Winter '08