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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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10/15/2019
Reinforcement learning with spiking coagents
Neuroscientific theory suggests that dopaminergic neurons broadcast glob...
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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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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
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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07/24/2018
Unsupervised Learning with Self-Organizing Spiking Neural Networks
We present a system comprising a hybridization of self-organized map (SO...
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06/04/2018