本課程使用 Claude.ai Sonnet/Opus 4.6 , Gemini 3 Pro 等先進 LLM 工具實作 AI 時代的科技設計。
2/24/2026 AI and You
- Opening Remarks
- Where is AI going to? AI RoadMap (Anthropic), Impact on software
- AI Platforms & Variations
- AI Basics (English)
- IEEE AI Policy
3/3/2026 Reasoning, Search and Visualization
- Chain of Thought with Example, Make your AI powerful
- Constraints, Visualization on energy landscape
- Search Algorithms: A*, BFS, Dijkstra
- River Puzzles (Pz 2, Pz 20) by Chain of Thought vs. Search Algortihms
- BFS/A* Scalability: 8 vs. 20 persons
3/10/2026 RF IC Design (LNA), Part I
- Case Study: Apple C1 Modem: Visualization of Optimizing Die Design
3/24/2026 RF IC Design (LNA), Part II
3/31/2026 RF IC Design (LNA), Part III
4/7/2026 Analog IC Design (2-stage amp, AB, Diff Pair)
- Circuit Design Optimization (2-stage amp, AB, Diff Pair)
4/14/2026 Analog IC Placement & Routing (P&R of op741)
- IC Placement & Routing slides
- Analog IC Design (P&R op741)
4/21 期中考週停課一次
4/28/2026 AI Tool Decision
- cowork vs. chat
- py & bash execution tool use & container
- cowork vs openclaw
5/5/2026 RF IC Design (RF PA Driver), Part 1
- Recap of Circuit Design slides
- Introduction to RF Amplifier (projector friendly)
- Numerical Methods behind the RF Driver-Advanced level, English only (projector friendly, popular science, zh)
5/12/2026 RF IC Design (RF PA Driver), Part II
- RF PA Driver IC Design Roadmap slides(entry level, entry level & proj friendly)
- TSMC N3E/N4P RF PA Driver Design, TSMC N4P Stacked-FET RF Driver Topology, (2-stage RF PA Driver)-Load-Pull
- Search for a Class-F RF PA
- Doherty RF PA Design
- Basin Transition in ASAP7
- GaN RF PA Driver Physics Models
5/19 RF IC Placement & Routing
5/26 Digital IC Placement & Routing
6/2 AI for PCB Design
6/9 Navigation using 3D Models
- 3D Models (Images of Places)
6/16 Fractal antenna
6/23 期末考周停課
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