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12/06/2021
Simulation Intelligence: Towards a New Generation of Scientific Methods
The original "Seven Motifs" set forth a roadmap of essential methods for...
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10/07/2020
Fast Stencil-Code Computation on a Wafer-Scale Processor
The performance of CPU-based and GPU-based systems is often low for PDE ...
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09/28/2018
Learning to Remember, Forget and Ignore using Attention Control in Memory
Typical neural networks with external memory do not effectively separate...
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10/24/2016
Surprisal-Driven Zoneout
We propose a novel method of regularization for recurrent neural network...
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10/20/2016
Utilization of Deep Reinforcement Learning for saccadic-based object visual search
The paper focuses on the problem of learning saccades enabling visual ob...
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07/11/2016
Recurrent Memory Array Structures
The following report introduces ideas augmenting standard Long Short Ter...
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03/27/2016
Towards Machine Intelligence
There exists a theory of a single general-purpose learning algorithm whi...
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12/07/2015