เพิ่งรู้จักคำนี้จาก gemini
ลองหาข้อมูลดูก็พบว่าคนสร้างอะไรหลาย ๆ อย่างใน field นี้ซะเยอะเลย

From gemini 2025-06-08

Implications for Computational Neuroscience and AI
​The intersection of these two concepts is actively driving the development of Neuro-symbolic AI, which attempts to merge the robust learning and pattern recognition of neural networks with the rigorous logic and reasoning of symbolic systems.
- System 1 vs. System 2: Predictive coding efficiently maps onto Kahneman's "System 1" (fast, automatic, continuous, intuitive inference). Symbolic representation maps onto "System 2" (slow, deliberate, logical, rule-based reasoning).
- Active Inference: Under frameworks like the Free Energy Principle, symbolic reasoning is just another tool the brain uses to minimize long-term prediction error (surprise). Manipulating symbols allows an agent to run highly abstract, counterfactual simulations of the future without the computational cost of simulating every continuous sensorimotor detail.

neuro_symbolic_architectures
https://youtu.be/qCli4M38AKk?si=JHu0v3U8_s0Mw4kq

André Freitas
https://youtu.be/IvXEKacVc4k?si=OTklTPQXiNKBs3eJ

• pyreason
  • https://youtu.be/EZ2HmUsmVzE?si=l4nm2Ejqf9mYGofK
  • https://youtu.be/q8eJIz5SS0o?si=8JCU8wm0WP3OP1R_

Uri Alon
https://youtu.be/-Au42BuWTEc?si=wFRyvMJgNLPz8U0L

created on: Sat May 09 2026