9 citations · 11 across the 3 of their papers we have counts for
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cs.NE2021
Hessian Aware Quantization of Spiking Neural Networks
Hin Wai Lui, Emre Neftci
To achieve the low latency, high throughput, and energy efficiency benefits of Spiking Neural Networks (SNNs), reducing the memory and compute requirements when running on a neurom…
cs.NE2021★ 9 cited
Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware
Kenneth Stewart, Andreea Danielescu, Timothy Shea +1
Neuromorphic hardware equipped with learning capabilities can adapt to new, real-time data. While models of Spiking Neural Networks (SNNs) can now be trained using gradient descent…