RBLayer.h File Reference

Restricted Boltzmann-style Predictive Coding (PC) Layer. More...

#include <deepity/layers/Layer.h>
#include <deepity/utils/Activations.h>
#include <cstddef>
#include <memory>

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Classes
class	Deep::RBLayer
	Restricted Boltzmann-style Predictive Coding (PC) Layer. More...

Namespaces
namespace	Deep
	This file exists to provide both Tensor.h and IComputeBackend.h with device types without introducing circular dependencies.

Detailed Description

Restricted Boltzmann-style Predictive Coding (PC) Layer.

Implements a single layer of a generative PC network. This layer maintains its own state beliefs and manages bidirectional errors (bottom-up and top-down). Memory is designed to be injected via a contiguous arena allocator to guarantee 64-byte alignment for AVX/SIMD vectorization.

Version

1.1

Date

2026-06-30

Author

Jack Rose