Structural representation and reasoning in a hybrid cognitive architecture
@article{Licato2014StructuralRA, title={Structural representation and reasoning in a hybrid cognitive architecture}, author={John Licato and R. Sun and S. Bringsjord}, journal={2014 International Joint Conference on Neural Networks (IJCNN)}, year={2014}, pages={891-898} }
Psychologically and neurobiologically plausible models of knowledge often must make a difficult choice between distributed and localist representation. Distributed representation can be flexible and hold up well to noisy data, but localist models allow for structured knowledge to be represented unambiguously and reasoned over in rigorous, transparent fashion. We present a way of representing knowledge within the hybrid cognitive architecture CLARION. Our system allows both structured knowledge… CONTINUE READING
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References
SHOWING 1-10 OF 36 REFERENCES
Accounting for a variety of reasoning data within a cognitive architecture
- Computer Science
- J. Exp. Theor. Artif. Intell.
- 2006
- 61
From Simple Associations to Systemic Reasoning: A Connectionist Representation of Rules, Variables and Dynamic Bindings
- Mathematics
- 1990
- 37
Robust Reasoning: Integrating Rule-Based and Similarity-Based Reasoning
- Mathematics, Computer Science
- Artif. Intell.
- 1995
- 243
- PDF
A Connectionist Computational Model for Epistemic and Temporal Reasoning
- Computer Science, Medicine
- Neural Computation
- 2006
- 24
The Cambridge Handbook of Computational Psychology: Declarative/Logic-Based Cognitive Modeling
- Computer Science
- 2008
- 50
Dual-processing accounts of reasoning, judgment, and social cognition.
- Psychology, Medicine
- Annual review of psychology
- 2008
- 3,210
- PDF