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SYMBOLISM AND CONNECTIONISM PARADIGMS |
Antonio Chella
Robotics Lab, Department of Electrical Engineering
University of Palermo
Viale delle Scienze, 90128 Palermo - Italy
e-mail: chella@unipa.it
Lorenzo Magnani, panel co-ordinator
Computational Philosophy Laboratory
Department of Philosophy - University of Pavia - I-27100 Pavia - Italy
e-mail: lorenzo@philos.unipv.it
HOT POINTS
- What cognitive phenomena are most difficult for
connectionists to explain?
- What cognitive phenomena are most naturally explained in
connectionist terms?
- Is symbolic deduction a central kind of human thinking?
How do people make deductions?
- Is nondeductive reasoning done in accord with the laws
of probability?
- What areas of knowledge do you have that are easily
described in terms of symbolic rules?
- Concepts reduced to rules, concepts reduced to networks.
- Symbolic and connectionist mechanisms of analogy.
- Planning, decision, explanation, learning, language, in
front of the symbolic/connectionist dichotomy.
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