Deep neural networks have an inbuilt Occam’s razor

Deep neural networks have an inbuilt Occam’s razor

Quantifying inductive bias with Bayesian priors The prior over functions, P(f), is the probability that a…

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Analog Neural Networks: Nature Communications Publishes ECE Researchers’ Blueprint for Precision

Analog Neural Networks: Nature Communications Publishes ECE Researchers’ Blueprint for Precision

by A.J. Kleber Computer architectures with historical origins as far back as Ancient Greece have a…

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Network properties determine neural network performance

Network properties determine neural network performance

Dimension reduction of networked systems Real-world complex systems, such as plant-pollinator interactions63 and the spread of…

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A blueprint for precise and fault-tolerant analog neural networks

A blueprint for precise and fault-tolerant analog neural networks

Handling negative numbers with RNS An RNS with a dynamic range of M allows representing values…

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