首页>
外国专利>
Neuromorphic Neuron Apparatus For Artificial Neural Networks
Neuromorphic Neuron Apparatus For Artificial Neural Networks
展开▼
机译:人工神经网络的神经形态神经元设备
展开▼
页面导航
摘要
著录项
相似文献
摘要
A neuromorphic neuron apparatus includes an accumulation block and an output generation block. The apparatus has a current state variable corresponding to previously received one or more signals. The output generation block is configured to use an activation function for generating a current output value based on the current state variable. The accumulation block is configured to repeatedly: compute an adjustment of the current state variable using the current output value and a correction function indicative of a decay behaviour of a time constant of the apparatus; receive a current signal; update the current state variable using the computed adjustment and the received signal, the updated state variable becoming the current state variable; and cause the output generation block to generate a current output value based on the current state variable.
展开▼