Single State Update Predictive Coding training for Time Series Forecasting and Anomaly Detection
cs.LG, cs.NE
Submitted: 2026-08-25
Updated: 2026-08-25
Terminology
Sources
- Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?
- Benchmarking Predictive Coding Networks -- Made Simple
- Predictive Coding Networks and Inference Learning: Tutorial and Survey
- ePC: Fast and Deep Predictive Coding in Digital Simulation
- Faster Predictive Coding Networks via Better Initialization
- Accelerated Predictive Coding Networks via Direct Kolen-Pollack Feedback Alignment
- Closed-form predictive coding via hierarchical Gaussian filters
- Understanding and Improving Optimization in Predictive Coding Networks
- A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
- Teacher-Student Architecture for Knowledge Learning: A Survey
- Adam: A Method for Stochastic Optimization
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