Extracting Local Reasoning Chains of Deep Neural Networks.
Haiyan ZhaoTianyi ZhouGuodong LongJing JiangChengqi ZhangPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- neural network
- pattern recognition
- automated reasoning
- genetic algorithm
- data extraction
- reasoning process
- multi layer
- back propagation
- probabilistic reasoning
- reasoning systems
- artificial neural networks
- knowledge base
- case based reasoning
- feed forward
- analogical reasoning
- fuzzy logic
- hidden layer
- computational properties
- knowledge representation and reasoning
- model based reasoning
- reasoning tasks
- qualitative reasoning
- spatial reasoning
- learning rules
- fuzzy neural network
- recurrent neural networks
- self organizing maps