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Showing 1 to 2 of 2 for “"Lyapunov exponent spectrum"”.
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Linearization of Neural Networks as a Dual Framework for Stability and Sparsity
… as a design target. By shaping the eigenvalue spectrum of the recurrent Jacobian at initialization, I proposed to obtain networks whose dynamics remain stable across a broad range of regimes, making FORCE-based training robust to network configuration rather than confined to a narrow …
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Computational Intelligence and Complexity Measures for Chaotic Information Processing
… in computing algorithmic complexity measures, Lyapunov exponents, information dimension and topological entropy. These metrics are implemented to characterize the dynamic patterns of discrete and continuous systems. These metrics make it possible to distinguish order from disorder in these …