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(A) Top-1/3/5 accuracy on 101-classes obtained with 8-training example (per class) learning for D/A models of different topologies. (B) Effect of variation in sparsity (for fixed 1 : 800 number of connections per neuron across different reservoir topologies) on the Top-1 accuracy achieved by the reservoir. Note, all results are performed on the D/A reservoir scheme with 8 training videos per class processed with the input spike transformation technique mentioned earlier.
