Glosarium AI
Kamus lengkap Kecerdasan Buatan
Memory-Augmented Networks (MANs)
Neural architectures integrating an external differentiable memory that allows neural networks to explicitly store and retrieve information to improve generalization capabilities.
External Memory
Storage component separate from the main neural network, enabling long-term retention of information and efficient retrieval during few-shot learning tasks.
Memory Addressing Mechanism
Process allowing selective location of specific positions in external memory using similarity-based or key-based positioning techniques.
Memory Read/Write Operations
Fundamental operations enabling respectively the retrieval of information from external memory and the storage of new information in specific memory locations.
Fast Weights
Short-term memory mechanism implemented as rapidly adaptable neural connections, complementary to traditional slow weights for few-shot learning.
Read/Write Heads
Specialized mechanisms executing respectively read and write operations in external memory, often multiple for parallel access.
Attention-based Memory
Memory approach using attention mechanisms to dynamically weight and select relevant information during read operations.