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cs.LG2025
Reservoir Computing: A New Paradigm for Neural Networks
Felix Grezes
A Literature Review of Reservoir Computing. Even before Artificial Intelligence was its own field of computational science, humanity has tried to mimic the activity of the human br…
cs.LG2023
Finite Gaussian Neurons: Defending against adversarial attacks by making neural networks say "I don't know"
Felix Grezes
Since 2014, artificial neural networks have been known to be vulnerable to adversarial attacks, which can fool the network into producing wrong or nonsensical outputs by making hum…