Search Results for author: Milo M. Lin

Found 3 papers, 0 papers with code

Thermodynamic force thresholds biomolecular behavior

no code implementations19 Sep 2022 Milo M. Lin

In living systems, collective molecular behavior is driven by thermodynamic forces in the form of chemical gradients.

Deep Distilling: automated code generation using explainable deep learning

no code implementations16 Nov 2021 Paul J. Blazek, Kesavan Venkatesh, Milo M. Lin

On a diverse set of problems involving arithmetic, computer vision, and optimization, we show that deep distilling generates concise code that generalizes out-of-distribution to solve problems orders-of-magnitude larger and more complex than the training data.

Code Generation Common Sense Reasoning

A neural network model of perception and reasoning

no code implementations26 Feb 2020 Paul J. Blazek, Milo M. Lin

How perception and reasoning arise from neuronal network activity is poorly understood.

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