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05/09/2023
DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs
Brain-inspired spiking neural networks (SNNs) replace the multiply-accum...
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11/10/2022
Desire Backpropagation: A Lightweight Training Algorithm for Multi-Layer Spiking Neural Networks based on Spike-Timing-Dependent Plasticity
Spiking neural networks (SNN) are a viable alternative to conventional a...
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06/06/2022
A Resource-efficient Spiking Neural Network Accelerator Supporting Emerging Neural Encoding
Spiking neural networks (SNNs) recently gained momentum due to their low...
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11/19/2021