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06/15/2021
Bridge Networks
Despite rapid progress, current deep learning methods face a number of c...
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06/15/2021
Deep Phasor Networks: Connecting Conventional and Spiking Neural Networks
In this work, we extend standard neural networks by building upon an ass...
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04/01/2021
Replay in Deep Learning: Current Approaches and Missing Biological Elements
Replay is the reactivation of one or more neural patterns, which are sim...
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03/05/2021
A Dual-Memory Architecture for Reinforcement Learning on Neuromorphic Platforms
Reinforcement learning (RL) is a foundation of learning in biological sy...
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08/01/2019