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Summary of the accuracy performances of RSNN and FFSNN resulting from the grid search exploration in the two-step HPO procedure. (A) Best test accuracy results achieved with the RSNN for all the combinations of time_bin_size and nb_input_copies. (B) Mean and standard deviation of the accuracy results of both the FFSNN and the RSNN with the best parameters for each encoding threshold.
