Author's Latest Posts


Dawn Of The Data-Driven Age


Autonomous vehicles, 5G, a security breach at Marriott hotels, and AI. These may seem unrelated, but they're all linked by one common thread—data. Data creation, management and processing always have been a winning business formula. In 2004, IBM sold off its PC business on the assumption that it could still achieve significant growth by managing its customers' data. The rapid buildup by co... » read more

Inferencing In Hardware


Cheng Wang, senior vice president of engineering at Flex Logix, examines shifting neural network models, how many multiply-accumulates are needed for different applications, and why programmable neural inferencing will be required for years to come. https://youtu.be/jb7qYU2nhoo         See other tech talk videos here. » read more

FPGA Graduates To First-Tier Status


Robert Blake, president and CEO of Achronix, sat down with Semiconductor Engineering to talk about fundamental shifts in compute architectures and why AI, machine learning and various vertical applications are driving demand for discrete and embedded FPGAs. SE: What’s changing in the FPGA market? Blake: Our big focus is developing the next-generation architecture. We started this projec... » read more

Formal Signoff


Xiaolin Chen, senior AE at Synopsys, looks at what’s good enough coverage, what makes one assertion better than another, and where the potential holes are in verification. https://youtu.be/nBtKE0gDHBU » read more

Making Sure A Heterogeneous Design Will Work


An explosion of various types of processors and localized memories on a chip or in a package is making it much more difficult to verify and test these devices, and to sign off with confidence. In addition to timing and clock domain crossing issues, which are becoming much more difficult to deal with in complex chips, some of the new devices are including AI, machine learning or deep learning... » read more

Methodologies And Flows In A Rapidly Changing Market


A growing push toward more heterogeneity and customization in chip design is creating havoc across the global supply chain, which until a couple years ago was highly organized and extremely predictable. While existing tools still work well enough, no one has yet figured out the most efficient way to use them in a variety of new applications. Technology is still being developed in those marke... » read more

Heterogeneous Computing Verification


Raik Brinkmann, CEO of OneSpin Solutions, looks at new architectures involving AI and machine learning, what changes in these multi-accelerator, multi-memories designs, and where problems can crop up both in design and verification. https://youtu.be/0Trtfq8_hKg       See other tech talk videos here. » read more

Formal Datapath Verification


J.T. Longino, formal verification application engineer at Synopsys, drills down into how to achieve confidence in datapath designs by applying formal solvers and methods to data transformation areas of a design rather than the control path areas. https://youtu.be/n1zO3GxEZVI     See other tech talk videos here. » read more

Getting Down To Business On Chiplets


Government agencies, industry groups and individual companies are beginning to rally around various chiplet models, setting the stage for complex chips that are quicker and cheaper to build using standardized interfaces and components. The idea of putting together different modules like LEGOs has been talked about for the better part of a decade. So far, only Marvell has used this concept co... » read more

2 Big Shifts, Lots Of Questions


The proliferation of AI everywhere, and ongoing efforts by big systems companies to develop their own chips, could have a profound effect on semiconductor manufacturing for years to come. AI is a multi-faceted topic, but what makes this particularly interesting from a semiconductor standpoint is the architecture of AI-specific chips. So far, most of these chips have been developed for data c... » read more

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