| Course goals, organization, and logistics |
Slides |
|
Video |
30 Aug. |
| From idea to publication and/or company and specification |
Slides |
|
Video |
1 Sep. |
| Specification and modeling |
Slides |
|
Video |
6 Sep. |
| Optimization 1 |
Slides |
| Video | 8 Sep. |
| Embedded memory hieararchy 1 |
|
Student presentation | Video | 13 Sep. |
| Embedded memory hieararchy 2 and optimization 2 |
See 8 Sep. |
Student presentation |
Video | 15 Sep. |
| Sensor networks |
|
Student presentation |
Video | 20 Sep. |
| Optimization, scheduling |
See 8 Sep. |
Student presentation |
Video | 22 Sep. |
| Scheduling, power |
Slides |
Student presentation |
Video |
27 Sep. |
| Power, thermal |
Slides |
See 27 Sep. |
Video |
29 Sep. |
| Power, thermal |
See 29 Sep. |
Student presentation |
Video |
4 Oct. |
| Wireless networks, efficient autonomous driving |
Slides. |
See 4 Oct. and student presentation |
Video |
6 Oct. |
| LPWANs and other wireless networks |
Slides. |
|
Video |
11 Oct. |
| IoT security and energy-efficient autonomous vehicles |
|
Student presendation |
Video |
13 Oct. |
| Reliability and review |
Slides A, B |
|
Video |
20 Oct. |
| The IoT and ML |
Slides |
|
Video |
27 Oct. |
| The IoT and ML |
See 27 Oct. |
|
Video |
1 Nov. |
| ML and a little on wearables |
See 27 Oct. and Slides |
|
Video |
3 Nov. |
| Wearables and ML history / fundamentals |
See 3 Nov. |
Student presentation |
Video |
8 Nov. |
| Wearables and ML history / fundamentals |
See 8 Nov. |
Student presentation. |
Video |
10 Nov. |
| ML history / fundamentals and NN hardware/algorithm co-design |
See 15 Nov. |
See 10 Nov. and student presentation |
Video |
15 Nov. |
| Devices and circuits for learning |
Guest lecture |
Student presentation |
Video |
17 Nov. |
| Q&A, hardware accelerators, and a little more on loss landscapes |
|
|
Video |
22 Nov. |
| [Insert cool name] and hyperdimensional computing |
|
Presentation and paper presentation |
Video |
29 Nov. |
| FPGA synthesis from TensorFlow and federated learning in wireless systems |
|
Presentation and paper presentation |
Video |
1 Dec. |
| FPGA-based hardware-in-the-loop testing and low-cost software-defined radio |
|
Presentations A and B |
Video |
6 Dec. |
| Electronic nose and IMU-camera sensor fusion |
|
Presentations A and B |
Video |
8 Dec. |
| Final exam review session |
|
|
Video |
13 Dec. |