Cognitive Modeling

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Generalization<br />

• Distributed reps: novel items are novel combinations<br />

of existing features (combinatorial representations):<br />

“nust”<br />

Hebbian & inhibition: produce elemental, combinatorial reps.

Progress Report II - Technische Universiteit Eindhoven

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Generalization • How well do we deal with things we've never seen before? • nust • each time you walk into class, each social interaction, each sentence you hear, etc. • We're constantly faced with new situations, and generalize reasonably well to them. • How do we do it?

Generalization • Distributed reps: novel items are novel combinations of existing features (combinatorial representations): “nust” Hebbian & inhibition: produce elemental, combinatorial reps.

Page 1 and 2: Cognitive Modeling 6. Combined Hebb
Page 3 and 4: Biology Says: Both
Page 5 and 6: Combining Error-driven + Hebbian Ge
Page 7: The Whole Enchilada
Page 11 and 12: Example: Family Trees
Page 13 and 14: • How do we do it? • For exampl
Page 15 and 16: Representing Context for Sequence L
Page 17 and 18: An Example Task • BTXSE, BPVPSE,

Cognitive Modeling

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