Lecture 9

Content-addressable memories (CAM), active network design

Content–Addressable Memory (CAM)
Net STM activity of statistical ensembles
Nonspecific modulation and active regulation of STM
Principled construction of neural network models

Competitive networks

• Grossberg, Stephen (1973) Contour enhancement, short term memory, and constancies in reverberating neural networks. Studies in Applied Mathematics, LII, 213–257. CC

STM system design

• Ellias, Samuel A., and Grossberg, Stephen (1975) Pattern formation, contrast control, and oscillations in the short term memory of shunting on–center off–surround networks. Biological Cybernetics, 20, 69–98. CC