Strengthened Circle and Popov Criteria and the Analysis of ReLU Neural Networks
2024 UKACC 14th International Conference on Control (CONTROL)（2024）
Key words
Neural Network,Neural Network Analysis,Activation Function,Recurrent Neural Network,Variance-covariance Matrix,Limited Conditions,Stability Criterion,Interconnected Systems,Linear Matrix Inequalities,Linear Time-invariant Systems,Linear Time-invariant,Set Of Inequalities,Classical Counterpart,Absolute Criterion,Absolute Stability,Set Of Linear Inequalities,Set Of Matrices,ReLU Function,Lyapunov Candidate,Non-negative Elements
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