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25 years of CNNs: Can we compare to human abstraction capabilities?
Sebastian Stabinger, Antonio Rodríguez-Sánchez, Justus Piater
We try to determine the progress made by convolutional neural networks over the past 25 years in classifying images into abstractc lasses. For this purpose we compare the performan…
Updated determination of from tau decays
Antonio Pich, Antonio Rodríguez Sánchez
Using the most recent release of the ALEPH decay data, we present a very detailed phenomenological update of the determination. We have exploited the sensitivity t…
Learning Abstract Classes using Deep Learning
Sebastian Stabinger, Antonio Rodriguez-Sanchez, Justus Piater
Humans are generally good at learning abstract concepts about objects and scenes (e.g.\ spatial orientation, relative sizes, etc.). Over the last years convolutional neural network…
Determination of the QCD Coupling from ALEPH Decay Data
Antonio Pich, Antonio Rodríguez-Sánchez
We present a comprehensive study of the determination of the strong coupling from decay, using the most recent release of the experimental ALEPH data. We critically review all…
Updated determination of chiral couplings and vacuum condensates from hadronic tau decay data
A. Rodríguez-Sánchez, M. González-Alonso, A. Pich
We analyze the lowest spectral moments of the left-right two-point correlation function, using all known short-distance constraints and the recently updated ALEPH V-A spectral func…