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ogyalcin/PropertiesSymbolicSubsymbolicAI.tsv

Created June 19, 2021 14:24
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PropertiesSymbolicSubsymbolicAI.tsv
Property Symbolic AI Subsymbolic AI
Knowledge Coding Easy | Coded as Rules and Relations Easy | Coded in Networks
Theoretical Knowledge Acquisition Easy Difficult
New Knowledge Insertion Easy Difficult
Result Explanation Easily Explained Difficult | Usually Opaque Models
Development Difficult | Manually Entering Rules Difficult | Can be Long
Training Difficult Easy
Approximate or Incomplete Information Processing Cannot Adopt by Itself Can Deal
Managing and Maintaining Difficult Easy
Processing Mode Sequential and Slow Parallel and Fast
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