Emergence of Separable Manifolds in Deep Language Representations

ICML 2020 Jonathan MamouHang LeMiguel Del RioCory StephensonHanlin TangYoon KimSueYeon Chung

Deep neural networks (DNNs) have shown much empirical success in solving perceptual tasks across various cognitive modalities. While they are only loosely inspired by the biological brain, recent studies report considerable similarities between representations extracted from task-optimized DNNs and neural populations in the brain... (read more)

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