VS298 (Fall 06): Suggested projects: Difference between revisions
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* NETtalk | * NETtalk. Train a multi-layer perceptron to convert text to speech. You can get Sejnowski & Rosenberg's original paper and the data they used [http://www.cnl.salk.edu/ParallelNetsPronounce/index.php here]. (You will need a DECtalk speech synthesizer to play the phonemes - you can probably pick up a used one online.) | ||
* | * Recognition of handwritten digits. | ||
* Foldiak network | * Foldiak network | ||
Revision as of 01:22, 23 October 2006
- NETtalk. Train a multi-layer perceptron to convert text to speech. You can get Sejnowski & Rosenberg's original paper and the data they used here. (You will need a DECtalk speech synthesizer to play the phonemes - you can probably pick up a used one online.)
- Recognition of handwritten digits.
- Foldiak network
- Cortical maps
- Feedforward vs. Recurrent weights in networks
- Restricted Boltzmann machines
- Integrate-and-fire model neuron
