Connectionist.models

There are 2 models in this module:

• Orthography-to-Phonology model (PMSP) by Plaut, McClelland, Seidenberg and Patterson (1996), simulation 3.
• Hub-and-spokes model by Rogers et. al. (2004).

Brain damaging APIs

Currently only available in PMSP

• Reduce number of units in a layer
• Set some portion of weight in a connection to zero (and make it un-trainable)
• Remove the entire connection between two layers
• Introduce noise to a layer's input
• Put stress to keep the weights small (L2 regularization)