In 2021, InfoQ covered a biologically-plausible alternative to backpropagation called zero-divergence inference learning (Z-IL) which can exactly reproduce the results of backpropagation.

The phrase deep learning refers to that network depth, the hierarchical structure of the neural network on which today’s whole deep-learning revolution has been built.” In recent years, the ML field ...

This reversing process is known as backpropagation and is a main feature of machine learning in general. An enormous amount of variety is encompassed within the basic structure of a neural network.

Training algorithm breaks barriers to deep physical neural networks Date: December 7, 2023 Source: Ecole Polytechnique Fédérale de Lausanne Summary: ...

It means, deep learning algorithms are at work. Right now, it may leave you a little perplexed, but here’s a simple guide on deep learning, how it works and how it is deeply associated with the ...

LDSP integrates deep learning optimization into traditional DSP modules from global perspective. ... By applying backpropagation algorithms, LDSP optimizes DSP parameters globally, ...

Deep learning, a branch of artificial intelligence (AI), falls within the broader realm of machine learning. It centers on empowering computers to learn from data and autonomously make decisions ...