脉冲神经元Tempotron模型图像分类【MATLAB代码】

上传者: krastin | 上传时间: 2022-09-05 19:07:01 | 文件大小: 13KB | 文件类型: ZIP
利用第三代个人工神经网络中的单个脉冲神经元进行学习,实现字符识别。MATLA代码编写了Tempotron类,测试了二十六个字母图片,效果不错,计算量小。详细算法见Rober Gutig的论文《Tempotron: a neuron that learns spike timing-based decisions》 脉冲神经元主要以脉冲时间序列编码,比起卷积神经元,具有计算量小,所需训练样本少的特点,成为较为前沿的热点研究课题。在机器视觉和图像处理领域,脉冲神经网络具有较大的优势。

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