Expand description
Controller networks for Memory-Augmented Networks (DNC and NTM).
This module contains:
- DNC configuration and implementation
- NTM configuration and implementation
- Controller network (LSTM-style)
- Read and write heads for DNC
- Memory addressing sub-systems (allocation, temporal linkage, usage tracker)
- NTM heads with content/shift/sharpen addressing
Structsยง
- Allocation
Mechanism - Allocation mechanism for finding free memory
- Controller
Network - Controller network for DNC (LSTM-style)
- DNCConfig
- DNC Configuration
- Differentiable
Neural Computer - Differentiable Neural Computer implementation
- Memory
Addressing - Memory addressing system
- NTMConfig
- Neural Turing Machine configuration
- NTMHead
- NTM Head (read or write)
- Neural
Turing Machine - Neural Turing Machine implementation
- Read
Head - Read head for DNC
- Temporal
Linkage - Temporal linkage for sequential memory access
- Usage
Tracker - Usage tracking for memory allocation
- Write
Head - Write head for DNC