用于自动纠错的同时的等待时间编码和速率编码;SIMULTANEOUS LATENCY AND RATE CODING FOR AUTOMATIC ERROR CORRECTION

摘要

提供了用于在人工神经系统中使用尖峰发动和尖峰计数两者来标识环境刺激的方法和装置。一种操作人工神经系统的示例方法一般包括：接收刺激；在人工神经元处至少部分地基于该刺激来产生具有两个或两个以上尖峰的尖峰序列；至少部分地基于该尖峰序列的发动来标识该刺激；及至少部分地基于该尖峰序列中的尖峰速率来检查所标识的刺激。以此方式，本案的某些态样可用短回应等待时间来作出回应并且亦可经由允许纠错来维持准确度。; generating, at an artificial neuron, a spike train of two or more spikes based at least in part on the stimulus; identifying the stimulus based at least in part on an onset of the spike train; and checking the identified stimulus based at least in part on a rate of the spikes in the spike train. In this manner, certain aspects of the present disclosure may respond with short response latencies and may also maintain accuracy by allowing for error correction.