To: wdl Subject: WDL Dis. #5 Bcc: dlall ===== WDL Dis. #5 ============================================ From jebara@media.mit.edu Tue Feb 15 18:42:54 2000 Date: Tue, 15 Feb 2000 18:42:47 -0500 To: Dr John J Weng CC: wdl@cse.msu.edu Subject: Re: WDL Dis #4 John, Thanks for the pointers. I understand that some of the latest results might still be upcoming and I'm eagerly awaiting further publications and the workshop itself. However, I also found Prof. Mriganka Sur's earlier paper quite intriguing: "Rewiring Cortex: The Role of Patterned Activity in Development and Plasticity of Neocortical Circuits", M. Sur, A. Angelucci and J. Sharma Journal of Neurobiology, 41: 33-43, October 1999. It would be interesting to discuss what specifically can be done about the way we approach representation and learning at a computational level to encourage such plasticity in machines. It often seems easier and more immediate to manually pick features, design models and engineer a system. Usually, finding a generalizable principle, criterion or objective function that will do automatic feature selection, model selection, etc. is rather tricky. The plasticity or generality that comes out of it, however, should eventually pay off in the long run. -Tony