Blog Review: Nov. 24


Cadence's Paul McLellan introduces the theory and practice of datapath formal verification and explores two use cases of dot-product accumulate systolic design and hashing design. Siemens EDA's Rich Edelman shows that constructing an in-order UVM scoreboard doesn't have to be a difficult or complex task, and certainly simpler than replacing a laptop's keyboard. Synopsys' Gordon Cooper con... » read more

Power/Performance Bits: Nov. 24


Flexible, low power phase-change memory Engineers at Stanford University created a flexible phase-change memory. The non-volatile phase-change memory device is made up of germanium, antimony, and tellurium (GST) between two metal electrodes. 1s and 0s represent measurements of electrical resistance in the GST material. “A typical phase-change memory device can store two states of resis... » read more

The development of integrated circuits based on two-dimensional materials


Abstract Two-dimensional (2D) materials could potentially be used to develop advanced monolithic integrated circuits. However, despite impressive demonstrations of single devices and simple circuits—in some cases with performance superior to those of silicon-based circuits—reports on the fabrication of integrated circuits using 2D materials are limited and the creation of large-scale circu... » read more

Product Lifecycle Management For Semiconductors


Product lifecycle management (PLM) and the semiconductor industry have always been separate, but pressure is growing to integrate them. Automotive, IIoT, medical, and other industries see that as the only way to manage many aspects of their business, and as it stands, semiconductors are a large black box in that methodology. The technology space is driven by a mix of top down and bottom-up p... » read more

Structural Vs. Functional


When working on an article about PLM and semiconductors, I got to review a favorite topic from my days in EDA development – verification versus validation. I built extensive presentations around it and tried to persuade people within the EDA industry, as well as customers, about the advantages of doing a top-down functional modeling and analysis. The V diagram that everyone uses is flawed and... » read more

Advanced Packaging Shifts Design Focus To System Level


Growing momentum for advanced packaging is shifting design from a die-centric focus toward integrated systems with multiple die, but it's also straining some EDA tools and methodologies and creating gaps in areas where none existed. These changes are causing churn in unexpected areas. For some chip companies, this has resulted in a slowdown in hiring of ASIC designers and an uptick in new jo... » read more

Gaps In The AI Debug Process


When an AI algorithm is deployed in the field and gives an unexpected result, it's often not clear whether that result is correct. So what happened? Was it wrong? And if so, what caused the error? These are often not simple questions to answer. Moreover, as with all verification problems, the only way to get to the root cause is to break the problem down into manageable pieces. The semico... » read more

Towards Decarbonization: Keeping Electronics Energy Consumption In Check


The International Technology Roadmap for Semiconductors (ITRS) roadmap famously said in 2001 that "cost of design is the greatest threat to the continuation of the semiconductor roadmap." For years, the industry followed the ITRS updates on productivity improvements provided by automating design and hardware to counteract the looming design cost. The discussion on decarbonization has some simil... » read more

Eliminating Software Development Bottlenecks For SoCs


System on chip (SoC) devices, by definition, use a combination of hardware and embedded software to provide their specified functionality. Both the design and programming teams face many challenges and have huge tasks. No matter how well they may perform, the full system cannot be verified and validated until the hardware and software are brought together in the bring-up lab. This is usually wa... » read more

Improving Predictability Through Design Solutions Methodologies


“Plans are useless, but planning is indispensable.” – Dwight D. Eisenhower Our first article called for the need to change how we think about verification. In this follow-up, we dive deeper into the tools needed for today’s verification. Project milestones are destined to move. Development estimates are rough and almost always optimistic. Each development stage contains interdepe... » read more

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