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Từ điển đầy đủ về Trí tuệ nhân tạo

162
danh mục
2.032
danh mục con
23.060
thuật ngữ
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thuật ngữ

Hippocampus

Brain structure in the medial temporal lobe, essential for consolidation of episodic memory and spatial navigation, often modeled by artificial neural networks.

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Place Cells

Neurons in the hippocampus that selectively activate when the individual is in a specific location in the environment, forming a cognitive map of space.

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Grid Cells

Neurons in the entorhinal cortex that exhibit a periodic spatial activation pattern in the form of a hexagonal grid, providing a metric system for spatial navigation.

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Hippocampal Index Theory

Theoretical model postulating that the hippocampus does not store memories themselves but acts as an index pointing to distributed representations in the neocortex.

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Memory Consolidation

Neurobiological process by which a fragile short-term memory becomes stable long-term, involving interactions between the hippocampus and the cerebral cortex.

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Neural Replay

Spontaneous sequential reactivation of neural activity patterns during rest or sleep, thought to underlie memory consolidation and planning.

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Sharp-Wave Ripples (SWRs)

High-frequency electrophysiological oscillations (140-200 Hz) in the hippocampus, correlated with neural replay and memory consolidation.

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Theta-Gamma Coupling

Phenomenon of interaction between theta (4-10 Hz) and gamma (30-100 Hz) oscillations in the hippocampus, facilitating the encoding and retrieval of sequential information.

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Hopfield Model

A recurrent neural network that serves as associative memory, capable of storing and retrieving complete patterns from partial cues, inspired by hippocampal dynamics.

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Memory Trace (Engram)

The physical and enduring representation of a memory in the brain, formed by long-lasting modifications in synaptic strength within a specific neural network.

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Pattern Separation

A computational process by which the hippocampus makes representations of similar memories more distinct to avoid interference during retrieval.

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Pattern Completion

The hippocampus's ability to retrieve a complete memory from a partial or degraded cue, through the reactivation of the neural network corresponding to the memory trace.

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Marr's Model

A theoretical framework for understanding information processing systems, breaking down analysis into computational, algorithmic, and implementation levels, applied to memory.

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Hippocampal Working Memory

The hippocampus's capacity to actively maintain and manipulate information over a short period, essential for forming new episodic associations.

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