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stat.ML2024
Separation capacity of linear reservoirs with random connectivity matrix
Youness Boutaib
A natural hypothesis for the success of reservoir computing in generic tasks is the ability of the untrained reservoir to map distinct input time series to separable reservoir stat…
stat.ML2021★ 3 cited
Path classification by stochastic linear recurrent neural networks
Wiebke Bartolomaeus, Youness Boutaib, Sandra Nestler +1
We investigate the functioning of a classifying biological neural network from the perspective of statistical learning theory, modelled, in a simplified setting, as a continuous-ti…