GitHub

Multilayer Perceptron using MNIST data.ipynb

"Extracting MNIST/data/train-images-idx3-ubyte.gz\n", "Extracting MNIST/data/train-labels-idx1-ubyte.gz\n", "Extracting MNIST/data/t10k-images-idx3-ubyte.gz\n ...
GitHub

The History of Neural Networks Part 2: Rosenblatt's Perceptron

In 1957, Rosenblatt published pioneering work on the first machine learning algorithm for artificial neurons, known as the perceptron. He helped revolutionize the field of artificial intelligence ...
TechCrunch

Perceptron: AI bias can arise from annotation instructions

Research in the field of machine learning and AI, now a key technology in practically every industry and company, is far too voluminous for anyone to read it all. This column, Perceptron (previously ...
IEEE

Sample complexity for learning recurrent perceptron mappings

Abstract: Recurrent perceptron classifiers generalize the usual perceptron model. They correspond to linear transformations of input vectors obtained by means of "autoregressive moving-average schemes ...