RISC-V Verification: From Simulation To Formal


Axiomise's Nicky Khodadad and Ashish Darbari discuss simulation and the need for formal verification and RISC-V, including why simulation-based verification is inadequate to find all the bugs in a design and how formal verification can help with bug hunting for corner-case bugs and exhaustive proofs of bug absence. » read more

Why IC Design Safety Nets Have Limits


Experts at the Table: Semiconductor Engineering sat down to discuss different responsibilities in design teams and future changes in tools with Ashish Darbari, CEO at Axiomise; Ziyad Hanna, corporate vice president R&D at Cadence; Jim Henson, ASIC verification software product manager at Siemens EDA; Dirk Seynhaeve, vice president of business development at Sigasi; Simon Davidmann, formerly... » read more

Chip Design Digs Deeper Into AI


Growing demand for blazing fast and extremely dense multi-chiplet systems are pushing chip design deeper into AI, which increasingly is viewed as the best solution for sifting through scores of possible configurations, constraints, and variables in the least amount of time. This shift has broad implications for the future of chip design. In the past, collaborations typically involved the chi... » read more

Trouble Ahead For IC Verification


Verification complexity is roughly the square of design complexity, but until recently verification success rates have remained fairly consistent. That's beginning to change. There are troubling signs that verification is collapsing under the load. The first-time success rate fell (see figure 1) in the last survey conducted by Wilson Research, on behalf of Siemens EDA, in 2022. A new survey ... » read more

Communication Is Key To Finding And Fixing Bugs In ICs


Experts at the Table: Finding and eliminating bugs at the source can be painstaking work, but it also can prevent even greater problems from developing later on. To examine the best ways to tackle this problem, Semiconductor Engineering sat down with Ashish Darbari, CEO at Axiomise; Ziyad Hanna, corporate vice president R&D at Cadence; Jim Henson, ASIC verification software product manager ... » read more

Multi-Die Design Pushes Complexity To The Max


Multi-die/multi-chiplet design has thrown a wrench into the ability to manage design complexity, driving up costs per transistor, straining market windows, and sending the entire chip industry scrambling for new tools and methodologies. For multiple decades, the entire semiconductor design ecosystem — from EDA and IP providers to foundries and equipment makers — has evolved with the assu... » read more

Dealing With AI/ML Uncertainty


Despite their widespread popularity, large language models (LLMs) have several well-known design issues, the most notorious being hallucinations, in which an LLM tries to pass off its statistics-based concoctions as real-world facts. Hallucinations are examples of a fundamental, underlying issue with LLMs. The inner workings of LLMs, as well as other deep neural nets (DNNs), are only partly kno... » read more

Verification In Crisis


Why is it still so hard to ensure good quality sign-off happens without leaving behind bugs in silicon? The answer, according to my colleagues at DVCon, is highly nuanced. The industry has been improving overall, as has the complexity of designs. For ASICs, 74% of the designs surveyed in the recent Wilson Research Group/Siemens EDA report have one or more processor cores, 52% have two or mor... » read more

Challenges In RISC-V Verification


Designing a single-core RISC-V processor is relatively easy, but verifying it and debugging it is a different story. And it all becomes more complicated when multiple cores are involved, and when those cores need to be cache-coherent. Ashish Darbari, CEO of Axiomise, talks with Semiconductor Engineering about using assertions and formal verification technology to find bugs and prove coherency i... » read more

Engineers Or Their Tools: Which Is Responsible For Finding Bugs?


Experts at the table: Finding and eliminating bugs at the source can be painstaking work, but it can prevent bigger problems later in the design flow, when they are more difficult and expensive to fix.  Semiconductor Engineering sat down to discuss these issues with Ashish Darbari, CEO at Axiomise; Ziyad Hanna, corporate vice president R&D at Cadence; Jim Henson, ASIC verification software... » read more

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