https://terms-en.ai-term-hub.com/en/tags/expert-systems/Recent content in Expert Systems on English AI Terms DictionaryHugoen-usSat, 18 Jul 2026 11:44:44 +0000https://terms-en.ai-term-hub.com/en/terms/connectionist_expert_system/Sat, 18 Jul 2026 09:51:40 +0000https://terms-en.ai-term-hub.com/en/terms/connectionist_expert_system/<h2 id="definition">Definition</h2> <p>A connectionist expert system integrates the pattern recognition and learning strengths of neural networks (connectionism) with the explicit knowledge representation and logical reasoning of traditional rule-based expert systems. This hybrid approach aims to overcome the brittleness of symbolic systems and the lack of interpretability in pure neural networks. By linking sub-symbolic connections to symbolic concepts, these systems can learn from data while maintaining a level of transparency and logical consistency required for expert decision-making tasks.</p>