Gang Liu
Zhengzhou University; Xian Jiaotong University;, Xian Jiaotong University, Xian Jiaotong University, Xian Jiaotong University, Xian Jiaotong University, Xian Jiaotong University, Xian Jiaotong University, Xian Jiaotong University, Xian Jiaotong University, Xian Jiaotong University, Xian Jiaotong University
Corresponding Author:[email protected]
Author ProfileAbstract
In recent years, artificial neural networks (ANNs) have won numerous
contests in pattern recognition, machine learning, and artificial
intelligence. The basic unit of an ANN is to mimic neurons in the brain.
Neuron in ANNs is expressed as f(wx+b) or f(wx).This structure does not
consider the information processing capabilities of dendrites. However,
recently, studies shown that dendrites participate in pre-calculation in
the brain. Concretely, biological dendrites play a role in the
pre-processing to the interaction information of input data. Therefore,
it’s time to perfect the neuron of the neural network. This paper, add
dendrite processing section, presents a novel artificial neuron,
according to our previous studies (CR-PNN or Gang transform). The
dendrite processing section can be expressed as WA.X. Because I
perfected the basic unit of ANNs-neuron, there are so many networks to
try, this article gives the basic architecture for reference in future
research.