research
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06/21/2023
Finite-time Lyapunov exponents of deep neural networks
We compute how small input perturbations affect the output of deep neura...
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11/26/2022
Looking at the posterior: on the origin of uncertainty in neural-network classification
Bayesian inference can quantify uncertainty in the predictions of neural...
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06/03/2022
Constraints on parameter choices for successful reservoir computing
Echo-state networks are simple models of discrete dynamical systems driv...
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11/29/2021
Improving traffic sign recognition by active search
We describe an iterative active-learning algorithm to recognise rare tra...
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01/17/2019