Hands-on Machine Learning with Python: Implement Neural Network Solutions with Scikit-learn and PyTorch

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

A. Pajankar, A. JoshiHands-on Machine Learning with Pythonhttps://doi.org/10.1007/978-1-4842-7921-2_13

13. Feedforward Neural Networks

Ashwin Pajankar¹   and Aditya Joshi²

(1)

Nashik, Maharashtra, India

(2)

Haldwani, Uttarakhand, India

 

Artificial neural networks (ANN)s are collections of interconnected computation units modelled based on the neurons in the brain so that the program thus created is capable of learning patterns in structured, textual, speech, or visual data. The basic computational unit in an artificial neural network is thought to be similar to (or rather, inspired from) a neural cell that accepts input signals from multiple sources, operates ...