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An exact mathematical description of computation with transient spatiotemporal dynamics in a complex-valued neural network

Mathematics

An exact mathematical description of computation with transient spatiotemporal dynamics in a complex-valued neural network

R. C. Budzinski, A. N. Busch, et al.

This innovative research introduces a complex-valued neural network (cv-NN) that showcases advanced spatiotemporal dynamics for sophisticated computations, such as logic gates and secure message passing. Conducted by authors from Western University and Stanford University, this study reveals that the cv-NN computations can be interpreted by biological neurons, potentially paving the way for bio-hybrid computing systems.

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