Connectionism and LOT

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Criticisms of connectionism The advantages of connectionism revisited: 1) Biological plausibility 2) 100-steps argument 3) Pattern recognition <strong>and</strong> concept formation: yes, but can be slow
1) Biological plausibility Networks aren’t really like neurons. • No reverse connections (necessary for backward propagation) in the brain. • Neurons only fire or not: they cannot be both inhibitory <strong>and</strong> excitatory. • Connectionist units are too fast, neurons are quite slow.
Page 1 and 2: Connectionism & Connectionism and L
Page 3 and 4: Types of Connectionist Representati
Page 5 and 6: 2) Distributed representations. E.g
Page 7 and 8: 3) No representation. More controve
Page 9 and 10: LOTH approach: I am thirsty. There
Page 11 and 12: Connectionism makes eliminativism p
Page 13 and 14: Advantages of Connectionism 1) Biol
Page 15 and 16: 3) Performance of connectionist net
Page 17: 4) Connectionism provides a natural
Page 21 and 22: 2) The 100 step argument Problem: w
Page 23 and 24: Another weakness of Connectionism S
Page 25 and 26: 1) Connectionism implements LOT Con
Page 27 and 28: 3) Hybrid theory Some mental proces
Page 29 and 30: Rule composing the implement and ha
Page 31 and 32: Connectionism and Modularity Connec

Connectionism and LOT

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