Chip design

A journey back to the early days of chip design with Professor Emeritus Jens Sparsø

From component catalogs to complex systems: Through more than 40 years, Jens Sparsø has been involved in the development of chip design at DTU. In his first chip, the number of transistors was about 2,000. Today, a chip has several billion transistors, just as predicted by Moore's law, the number of transistors doubles every 1.5-2 years.

Professor Emeritus Jens Sparsø. Credit: Hanne Kokkegård
Professor Emeritus Jens Sparsø. The photo was taken in May 2024, when he held a retirement talk at DTU. Credit: Hanne Kokkegård

Transition to simulation and FPGAs 


“Since then, chip-design-related research has continued to be a big part of what we do, but we have relied on simulation, and we have used programmable hardware chips (so-called Field Programmable Gate Arrays - FPGA) for prototyping. Chip design is so much more than taping out and fabricating a chip.”

Jens Sparsø's last PhD student finished in 2022 and designed a low-power hardware accelerator chip intended to implement artificial intelligence functionality in hearing aids. It was simulated at the hearing aid manufacturer Demant. The results have been published in different chip-design-related venues.

The clockless circuits  


At Jens Sparsø’s office, you will find a very special watch on the wall, an award for the best paper at the 11th IEEE International Symposium on Asynchronous Circuits and Systems in 2005, written by Tobias Bjerregaard and Jens Sparsø. The design of the watch illustrates one of Jens Sparsø’s research specialties - circuits that do not have a clock.

The clock refers to how many gigahertz your CPU has. Inside the chip, there is a metronome, and within one beat of the metronome, it can perform a calculation. The metronome is run slowly enough so that all the many calculations happening around the chip can be completed. Click, and then it saves the intermediate result. And then it starts a new one. And when the metronome clicks again, all the circuits should be finished, and it saves the intermediate result again. This means that everything runs in sync. The processes march. But they cannot march faster than the slowest one.

The different sub-circuits work differently because some may only need to multiply 0 by 1, which is quick, while others may need to multiply 357 by 540, which takes longer.

"So here at DTU, we thought that maybe it didn't have to be that way. What if things just took the time they took? It would be a different way to organize the circuits than forcing them all to march in sync. That's what clockless circuits are about. I was wildly fascinated by it, and it became my field. We also made chips without clock signals,” Jens Sparsø says.

"For example, we made part of a hearing aid. Our chip and Oticon's own chip did exactly the same thing. But when we measured the energy consumption, ours used only a fifth because the different circuits were not running in sync. Today, our PhD student Emil is working on something similar. He doesn't make chips either, but he deals with the principles. You can find the same thing elsewhere in the corridor. For me, chip design is very broad today. It's not just about making circuits or filling transistors on a chip,” Jens Sparsø says, concluding his remarkable journey through the evolution of chip design.

Dive into the research of Jens Sparsø in DTU research database Orbit

Facts

Dive into our theme about chip design at DTU: 

  • Look into the chip design research at DTU Compute.
  • Check out DTU's educations with in the field of digital chip design.
  • See how chip design has been developed at DTU. 

Visit the chip design theme