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08/16/2023
HyperSNN: A new efficient and robust deep learning model for resource constrained control applications
In light of the increasing adoption of edge computing in areas such as i...
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07/21/2023
Improve Long-term Memory Learning Through Rescaling the Error Temporally
This paper studies the error metric selection for long-term memory learn...
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05/30/2023
Inverse Approximation Theory for Nonlinear Recurrent Neural Networks
We prove an inverse approximation theorem for the approximation of nonli...
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02/27/2023
A Brief Survey on the Approximation Theory for Sequence Modelling
We survey current developments in the approximation theory of sequence m...
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01/26/2023
