Viet-Anh on Software Logo

What is: Adaptive Locally Connected Neuron?

SourceAn Adaptive Locally Connected Neuron Model: Focusing Neuron
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

The Adaptive Locally Connected Neuron (ALCN) is a topology aware, and locally adaptive -focusing neuron:

a=f(i=1mwiϕ(τ(i),Θ)xi+b)a = f\:\Bigg( \sum_{i=1}^{m} w_{i}\phi\left( \tau\left(i\right),\Theta\right) x_{i} + b \Bigg) %f\:\Bigg(\mathbf{X(W \circ \Phi) + b} \Bigg)