Analyzing neural network behavior through deep statistical model checking.
Timo P. GrosHolger HermannsJörg HoffmannMichaela KlauckMarcel SteinmetzPublished in: Int. J. Softw. Tools Technol. Transf. (2023)
Keyphrases
- model checking
- neural network
- temporal logic
- formal verification
- temporal properties
- finite state
- partial order reduction
- formal specification
- dynamic analysis
- automated verification
- finite state machines
- symbolic model checking
- pspace complete
- formal methods
- model checker
- timed automata
- computation tree logic
- verification method
- deterministic finite automaton
- epistemic logic
- concurrent systems
- reachability analysis
- transition systems
- bounded model checking
- asynchronous circuits
- process algebra
- reactive systems
- alternating time temporal logic