An image analysis algorithm quantified facial lines and two diagonal facial lines from the outer and inner cheek regions, forming a U-shaped line. Block analysis computed the average slope and ...

Build your first neural network step by step! Learn how a perceptron works by coding it from the ground up—no libraries, just Python.

Classification is a popular research area of machine learning. This paper focuses on classification and devotes itself to accelerate the perceptron algorithm, which is a famous classification ...

I implemented the gradient descent algorithm for the perceptron, which is designed for NOR binary logic function and uses it to update its weights ...

Python implementation of the simple perceptron or also known as a single-layer neural network, is a binary classification algorithm by Frank Rosenblatt based on the neural model of Warren McCulloch ...