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07/08/2023
Deep Unsupervised Learning Using Spike-Timing-Dependent Plasticity
Spike-Timing-Dependent Plasticity (STDP) is an unsupervised learning mec...
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09/08/2020
On the Self-Repair Role of Astrocytes in STDP Enabled Unsupervised SNNs
Neuromorphic computing has recently emerged as a disruptive computationa...
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02/24/2020
Exploring the Connection Between Binary and Spiking Neural Networks
On-chip edge intelligence has necessitated the exploration of algorithmi...
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11/16/2019
Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design
Uncertainty plays a key role in real-time machine learning. As a signifi...
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11/16/2019