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03/31/2021
A Framework for Knowledge Integrated Evolutionary Algorithms
One of the main reasons for the success of Evolutionary Algorithms (EAs)...
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07/09/2020
EVO-RL: Evolutionary-Driven Reinforcement Learning
In this work, we propose a novel approach for reinforcement learning dri...
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06/18/2020
Dataflow Aware Mapping of Convolutional Neural Networks Onto Many-Core Platforms With Network-on-Chip Interconnect
Machine intelligence, especially using convolutional neural networks (CN...
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09/30/2019
Automated design of error-resilient and hardware-efficient deep neural networks
Applying deep neural networks (DNNs) in mobile and safety-critical syste...
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04/10/2019
An Application-Specific VLIW Processor with Vector Instruction Set for CNN Acceleration
In recent years, neural networks have surpassed classical algorithms in ...
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11/20/2016