Titan Cognitive Memory

关于

Titan Cognitive Memory is a neural memory server inspired by Google Research's "Generative AI for Programming: A Common Task Framework." It enables sequence learning and prediction while maintaining state through a memory vector. The server implements key concepts like memory-augmented sequence learning, surprise metrics for novelty detection, manifold optimization, and state maintenance to improve code understanding and generation capabilities.

主要功能

• Memory state management
• 51 GitHub stars
• Neural memory model with configurable dimensions
• Sequence learning and prediction
• Surprise metric calculation for novelty detection
• Model persistence (save/load)

使用案例

• Novelty detection in sequential data
• Improving code generation models
• Maintaining state in AI applications