Wednesday, May 27, 2015

After Phrenology: Neural Reuse and the Interactive Brain

I've been reading through an interesting article by Michael Anderson, a précis of a book accepted for publication and available as a PDF through BBS. I pass on the abstract:
Neural reuse is a form of neuroplasticity whereby neural elements originally developed for one purpose are put to multiple uses. A diverse behavioral repertoire is achieved via the creation of multiple, nested, and overlapping neural coalitions, in which each neural element is a member of multiple different coalitions and cooperates with a different set of partners at different times. This has profound implications for how we think about our continuity with other species, for how we understand the similarities and differences between psychological processes, and for how best to pursue a unified science of the mind. After Phrenology surveys the terrain and advocates for a series of reforms in psychology and cognitive neuroscience. The book argues that, among other things, we should capture brain function in a multi-dimensional manner, develop a new, action-oriented vocabulary for psychology, and recognize that higher-order cognitive processes are built from complex configurations of already evolved circuitry.

1 comment:

  1. "The book argues that, among other things, we should capture brain function in a multi-dimensional manner, develop a new, action-oriented vocabulary for psychology, and recognize that higher-order cognitive processes are built from complex configurations of already evolved circuitry."

    Interesting. Some AI researchers appear to have come to the same conclusion!

    Andrew Ng: Deep Learning, Self-Taught Learning and Unsupervised Feature Learning
    https://www.youtube.com/watch?v=n1ViNeWhC24

    ReplyDelete