4min chapter

Smarter Not Harder cover image

Dr. Karl Friston: Why Health Care Practitioners Should Learn About Artificial Intelligence

Smarter Not Harder

CHAPTER

How to Model Attention in Machine Learning?

The attention is just modeled by the precision of various mappings. So if you're in a very dark room, you won't see anything. You're not going to update your posterior beliefs. If that basic principle applies, what kind of machine learning architecture should I be looking at? And you end up with exactly what you described. It's a local energy-based scheme that plays out on an ensemble of sparsely coupled replicated units.

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