Sep 10, 2018 · Title:Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks ... Abstract:The spiking neural networks (SNNs) ...
Jun 2, 2019 · Recently, conversion of a trained deep neural network to an SNN has improved the accuracy of deep SNNs. However, most of the previous studies ...
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Feb 10, 2019 · We demonstrate the effects of the hybrid neural coding scheme through analysis of spike patterns in deep SNN. 2 BACKGROUND AND RELATED WORK. 2.1 ...
A fast and energy-efficient information transmission method with burst spikes and hybrid neural coding scheme in deep SNNs and results showed the proposed ...
In this paper, we propose a fast and energy-efficient information transmission method with burst spikes and hybrid neural coding scheme in deep SNNs. Our ...
Jan 3, 2022 · Bibliographic details on Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks.
Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks ... The spiking neural networks (SNNs) are considered as one of the ...
Sep 10, 2018 · Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks ... burst phase burst rate phase burst phase burst.
We propose a neuron model for releasing burst spikes under the clock-driven simulation framework and pro- pose the LIPooling to make information transfer in SNN.
Mar 4, 2021 · Burst Coding. Burst coding enables fast and efficient information transmission by sending a burst of spikes at one time. Sending a burst of ...
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