Backprop Alternative: Augmented Lagrangian Predictive Coding

Re:Backprop Alternative: Augmented Lagrangian Predictive Coding by cs702 on Monday September 14, 2026 @07:32PM (#49705692)

~74% on CIFAR-10. Still a far cry from backprop.

I didn't see ImageNet. TinyImageNet is something else.

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Re:Backprop Alternative: Augmented Lagrangian Predictive Coding by rocketships on Tuesday September 15, 2026 @04:57AM (#49709684)

There might be only one paper that's trained on full Imagenet using methods like these.

Training a Predictive Coding Network on ImageNet using Equilibrium Propagation Tugdual Kerjan, Rasmus Høier, Benjamin Scellier https://arxiv.org/abs/2606.03584

It's quite an undertaking.

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