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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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01/17/2023
YeLan: Event Camera-Based 3D Human Pose Estimation for Technology-Mediated Dancing in Challenging Environments with Comprehensive Motion-to-Event Simulator
As a beloved sport worldwide, dancing is getting integrated into traditi...
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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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12/13/2022
Temporal Weights
In artificial neural networks, weights are a static representation of sy...
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02/15/2022
Memory via Temporal Delays in weightless Spiking Neural Network
A common view in the neuroscience community is that memory is encoded in...
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05/05/2020
Nanotechnology-inspired Information Processing Systems of the Future
Nanoscale semiconductor technology has been a key enabler of the computi...
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06/04/2019
Lattice Map Spiking Neural Networks (LM-SNNs) for Clustering and Classifying Image Data
Spiking neural networks (SNNs) with a lattice architecture are introduce...
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05/27/2019
Deep Neural Networks Abstract Like Humans
Deep neural networks (DNNs) have revolutionized AI due to their remarkab...
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03/26/2019
Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games
Various implementations of Deep Reinforcement Learning (RL) demonstrated...
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10/21/2017