Forward-Forward Learning

Trit: +1 (PLUS - generator) Color: Red (#D82626)

Overview

Implements Geoffrey Hinton's Forward-Forward (FF) algorithm (2022) and extensions:

• Local layer-wise learning without backpropagation
• Contrastive positive/negative data passes
• Goodness functions for layer-wise objectives
• Memory-efficient and parallelizable training

Key Papers