What is connectionism? is it something of the past or of the future? Connectionism, in the words of the Internet Encyclopedia of Philosophy, is "an approach to the study of human cognition that utilizes mathematical models, known as connectionist networks or artificial neural networks. Often, these come in the form of highly interconnected, neuron-like processing units." I have mentioned it before in this blog, but only in passing. The point is to abstract from the actual functioning of the human brain to study a hypothetical brain that humans can model, in the way that a planetarium may suffice when the night sky is obscure. The IEP suggests that connectionism had a "heyday," in the late 20th century, but that the heyday is now past. This doesn't mean the approach turned out to be a dead end. Quite the contrary, IEP says that the idea has passed its heyday (few scientists call themselves by the label anymore) because its central insights have been ...