A JAX library, JPC, trains predictive coding networks with ODE solvers for inference, and the paper reports that a second-order solver (Heun) is faster than Euler integration at comparable accuracy.
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JPC: Flexible Inference for Predictive Coding Networks in JAX
A JAX library, JPC, trains predictive coding networks with ODE solvers for inference, and the paper reports that a second-order solver (Heun) is faster than Euler integration at comparable accuracy.