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FALCON achieves robust fault tolerance in edge AI by seamlessly integrating in-memory computing with stochastic techniques, ensuring reliable performance even in the face of significant noise and variations.
Ditching random projections for deterministic Sobol sequences unlocks efficient in-memory hyperdimensional computing with competitive accuracy on standard benchmarks.
