1. 1 MAPP Workshop U.C. Berkeley Feb. 4, 2016 NEEDS: Goals, Status, and Plans Mark Lundstrom Purdue University MIT, U.C. Berkeley, Stanford

2. 2 Electronics in transition

3. 3 Re-booting the IT Revolution

4. 4 Also 21 st Century Electronics Lu (Purdue CE ) Javey, UCB Lu (Purdue CE ) Alam Purdue Irazoqi /Alam Purdue

5. 5 Electronics in 1960 and today “This new electronics lives close to the frontiers of science, and requires a high level of technical competence. It grows by the development of new products. It is characterized by the transistor and other solid-state devices.” Frederick Terman, 1960. Electronics today: 1)Continuing to advance the Terman’s “new electronics” 2)Defining a new, “new electronics”

6. 6 Characteristics of 21 st Century Electronics 1) Electronics will be even more pervasive. 2) Technology and applications will be more differentiated. 3)More and more “outside EE” electronics. 4)More of an end-to-end emphasis.

7. 7 21 st Century EE’s Society’s grand challenges Deep understanding of nanoscience and technology. Deep understanding of their discipline. Broad (but not shallow) understanding of related fields. Appreciation of the technology landscape from end to end. Able to quickly learn, adapt, and contribute.

8. 8 NEEDS Goal: To advance the science of nanodevices and enable new applications. Focus: 1)Physics-based compact models for emerging devices. 2)Tools and Infrastructure to support the NEEDS team and the broader community.

9. 9 systems and applications 1) Physics-based analytical or Matlab model 2)Experiments and rigorous simulations Publish and disseminate to the broader community, get Ph.D. nanoscience of materials and devices

10. 10 2) Physics-based analytical or Matlab model Designers and System Architects 3) SPICE-compatible “simulation ready” compact models 1) Tools: MAPP Valint UQ 2) Processes 3) Training and education

11. 11 developing “simulation ready” compact models 1)Read “Best Practices for Compact Modeling in Verilog- A,” Dr. Colin McAndrew, et al., IEEE J. Electron Dev., 3(5), 383-396, Sept. 2015. 2)Use the resources on needs.nanoHUB.org 3)Don’t rely on HSPICE 4)Use MAPP! 5)Take pride in your compact model

12. 12 The art and practice of compact models “One supremely important simulation is DC at all zero biases. If that doesn't work, or produces nonzero currents/voltages, there is probably something badly wrong with the model.” J.R. Roychowdhury

13. 13 needs.nanohub.org

14. 14 education for 21 st Century Electronics “SEEC” 1960’s web.mit.edu/klund/www/books/seec.html http://nanohub.org/u nanohub.org/wiki/LessonsfromNanoscience “Kelly College” 1950’s (Bell Labs)

15. 15 nanoHUB-U and edX Experiment nanohub.org/u “I may start a new career as a result of this course.” “This course challenged me to think deeply about things I had never been exposed to before.” Students: 40,000+ Univ. 1000+ Companies: 150+

16. 16 needs.nanohub.org

17. 17 NEEDS 2.0 A platform for 21 st Century Electronics NEEDS 2.0 tools education workshops needs.nanohub.org dissemination Fundamental nanoscience Tightly-linked end-to- end projects Fundamental nanoscience

18. 18 Thank you! Professor Jaijeet Roychowdhury Tianshi Wang Dr. Gokcen Mahmutoglu Dr. Xufeng Wang