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Found 4 papers, 0 papers with code
Representation Learning Using a Single Forward Pass
We propose a neuroscience-inspired Solo Pass Embedded Learning Algorithm (SPELA).
A Study on Tiny YOLO for Resource Constrained Xray Threat Detection
In addition, we also study the behavior of a Spiking Tiny YOLO on the same X-ray threat Detection dataset.
Sapinet: A sparse event-based spatiotemporal oscillator for learning in the wild
We introduce Sapinet -- a spike timing (event)-based multilayer neural network for \textit{learning in the wild} -- that is: one-shot online learning of multiple inputs without catastrophic forgetting, and without the need for data-specific hyperparameter retuning.
Signal Conditioning for Learning in the Wild
The mammalian olfactory system learns rapidly from very few examples, presented in unpredictable online sequences, and then recognizes these learned odors under conditions of substantial interference without exhibiting catastrophic forgetting.
