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05/30/2023
Temporally Layered Architecture for Efficient Continuous Control
We present a temporally layered architecture (TLA) for temporally adapti...
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12/25/2022
Temporally Layered Architecture for Adaptive, Distributed and Continuous Control
We present temporally layered architecture (TLA), a biologically inspire...
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12/25/2022
QuickNets: Saving Training and Preventing Overconfidence in Early-Exit Neural Architectures
Deep neural networks have long training and processing times. Early exit...
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09/30/2020
Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks
Spiking neural networks (SNNs) have great potential for energy-efficient...
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04/12/2019
Locally Connected Spiking Neural Networks for Unsupervised Feature Learning
In recent years, Spiking Neural Networks (SNNs) have demonstrated great ...
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03/26/2019