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04/26/2023
Feed-Forward Optimization With Delayed Feedback for Neural Networks
Backpropagation has long been criticized for being biologically implausi...
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01/20/2023
Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations
We present Propulate, an evolutionary optimization algorithm and softwar...
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12/03/2022
Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads
With the rise of AI in recent years and the increase in complexity of th...
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08/31/2022
Learning Tree Structures from Leaves For Particle Decay Reconstruction
In this work, we present a neural approach to reconstructing rooted tree...
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04/14/2022
HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package
As with any physical instrument, hyperspectral cameras induce different ...
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04/12/2021
Accelerating Neural Network Training with Distributed Asynchronous and Selective Optimization (DASO)
With increasing data and model complexities, the time required to train ...
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07/27/2020