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Cognitive Science

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Cognitive Science

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Research Frontiers in Computational Models of Semantic Networks

Develops mathematical frameworks to model how conceptual knowledge is organized, represented, and retrieved in semantic memory.

Semantic Drift in Distributed Neural Representations
Embodied Semantics and Sensorimotor Grounding Networks
Temporal Dynamics of Meaning in Recurrent Systems
Cross-Modal Semantic Binding in Multimodal Networks
Semantic Compositionality Beyond Vector Addition
Context-Dependent Polysemy in Graph-Based Models
Semantic Atrophy and Reorganization in Damaged Networks
Hierarchical Abstraction in Semantic Knowledge Graphs
Semantic Contagion and Spreading Activation Dynamics
Invariant Semantic Features Across Languages and Domains

All Cognitive Science PhD categories