connectionist
Speech parts
1. connectionist - Noun
2. connectionist - Adjective
Meaning
connectionist (plural connectionists)
An advocate of connectionism.
connectionist (not comparable)
Of or relating to connectionism.
Examples
There are three basic approaches to AI: Case-based, rule-based, and connectionist reasoning.
Another major theme in Pinker's theories is that human cognition works, in part, by combinatorial symbol-manipulation, not just associations among sensory features, as in many connectionist models.
Critics argue that there are some phenomena which are better captured by symbolic models, and that connectionist models are often so complex as to have little explanatory power.
In 1989 Pinker and Alan Prince published an influential critique of a connectionist model of the acquisition of the past tense (a textbook problem in language acquisition), followed by a series of studies of how people use and acquire the past tense.
In the first case, where features like a robot body or a connectionist architecture are required, Searle claims that strong AI (as he understands it) has been abandoned.
Other approaches gaining in popularity include the use of dynamical systems theory and also techniques putting symbolic models and connectionist models into correspondence (Neural-symbolic integration).