Research Article

Similarity Learning and Generalization with Limited Data: A Reservoir Computing Approach

Figure 3

(a) Reservoir architecture with input state of the two images at time denoted by , reservoir state vector at a single time by , and output state by . (b) shows one image pair from the rotated category of the MNIST dataset split vertically and fed into the reservoir in columns of 1 pixel width, shown to be larger here for ease of visualization.
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