Spiking Echo State Convolutional Neural Network for Robust Time Series Classification
In this paper, a novel high-accuracy and robust computing framework for time series classification tasks is presented. The framework consists of a feature extraction module and a classification module, where the feature extraction is implemented by reservoir computing method of spiking neurons, and...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2019-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8580574/ |