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(A) Classification accuracy of two-liquid SpiLinC, four-liquid SpiLinC, and Liquid-SNN vs. the total number of liquid neurons, evaluated on the MNIST testing dataset. (B) Reduction in the number of training examples offered by two-liquid SpiLinC and four-liquid SpiLinC over Liquid-SNN. (C) Sparsity in synaptic connectivity offered by two-liquid SpiLinC and four-liquid SpiLinC over Liquid-SNN.
