The Forward-Forward Algorithm

lastmod 2023-01-20created 2023-01-201 edits

Deep learning pioneer Geoffrey Hinton's new deep learning algorithm "FF"

Features

• "Forward-Forward" (FF) algorithm
• Instead of backpropagation, uses two forward passes of the data to update model weights
• Processes a forward pass for each of two inputs: Positive & Negative data
• Solves the drawback of backpropagation, which requires knowing the entire forward computation in advance

See also

• Feedforward neural network
• Deep learning

Favorite site

• Deep Learning Pioneer Geoffrey Hinton Publishes New Deep Learning Algorithm