Verifying ReLU Neural Networks from a Model Checking Perspective.
Wan-Wei LiuFu SongTang-Hao-Ran ZhangJi WangPublished in: J. Comput. Sci. Technol. (2020)
Keyphrases
- model checking
- neural network
- temporal logic
- temporal properties
- formal verification
- formal specification
- finite state
- partial order reduction
- automated verification
- model checker
- computation tree logic
- finite state machines
- verification method
- symbolic model checking
- pspace complete
- transition systems
- timed automata
- process algebra
- fuzzy logic
- formal methods
- asynchronous circuits
- epistemic logic
- linear temporal logic
- bounded model checking
- reachability analysis
- concurrent systems
- ordered binary decision diagrams
- knowledge base