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AI Chips Must Get The Floating-Point Math Right


Most AI chips and hardware accelerators that power machine learning (ML) and deep learning (DL) applications include floating-point units (FPUs). Algorithms used in neural networks today are often based on operations that use multiplication and addition of floating-point values, which subsequently need to be scaled to different sizes and for different needs. Modern FPGAs such as Intel Arria-10 ... » read more

Demystifying EDA Support For ISO 26262 Tool Qualification


My new, mid-size car is equipped with many advanced driver-assistance systems. To be honest, it’s taking me time to get used to some of them, as, for example, lane-centering assist that seamlessly takes control of my steering wheel. However, I cannot wait to get my hands off a fully autonomous vehicle and be able to take a nap while 7nm chips run machine learning and other artificial intellig... » read more

Functional Safety: Art Or Science?


Nowadays, most hardware development projects deploy functional verification flows that include UVM-based constrained-random testbenches and formal verification. High design complexity, tough budget constraints, and short time to market are the norm, not the exception. Advanced verification is a necessity for many engineering teams. In our increasingly connected world, where billions of IoT devi... » read more

The Skies Over EDA Are Finally Cloudy


EDA companies have been talking for years about providing access to their tools in the cloud, including more articles than I can count with titles about the EDA forecast being cloudy, clouds on the horizon, and so forth. The title of this post continues the dubious tradition of cloud-based puns, but there’s no future tense involved. Recent announcements from several EDA companies make it appe... » read more

Welcome Verification 3.0


Leave it to Jim Hogan, managing partner of Vista Ventures, to look further out at the changing horizon of verification than the rest of us and to make sense of it in what he calls Verification 3.0. In his executive summary, he outlined the significant advancements in functional verification over the past 20 years, such as hybrid verification platforms in Verification 1.0 and hardware/software c... » read more

A Combined Design And Verification Flow For Safety-Critical Designs


By Tom Anderson and Srikanth Rengarajan I welcome my co-author for today’s post, Srikanth Rengarajan, vice president of product and business development from Austemper Design Systems. We would like to focus on safety-critical designs, a topic very much in the news these days because of the public’s fascination with autonomous vehicles. This consumer category now joins medical electron... » read more

Why Your FPGA Synthesis Flow Requires Verification


When you think about it, logic synthesis is a vital but rather intimidating part of modern chip design. This process takes a high-level description of intended functionality, written in an RTL language that looks more like software than hardware, and implements it using the low-level building-block library of an ASIC or FPGA device. The resulting gate-level netlist must meet a variety of requir... » read more

Asterix In The Land Of Sudoku: The Fast, The Elegant, And The Popular Formal Solvers


It has become a time-honored tradition for OneSpin to pose a holiday puzzle challenge to engineers everywhere. Last year, we asked you to solve the famous Einstein riddle using assertions and a formal tool: It was a great success. For the 2017–18 holiday season, we asked you to solve the hardest Sudoku in the world and prove that the solution is unique. We are delighted that even more enthusi... » read more

Making Sense Of Safety Standards


If you’re involved in the design or verification of safety-critical electronics, you’ve probably heard about some of the standards that apply to such development projects. If not, then you’re probably puzzled when you read about TÜV SÜD certifying that an EDA tool satisfies functional safety standards ISO 26262 (TCL3/ASIL D), IEC 61508 (T2/SIL 3) and EN 50128 (T2/SIL 3). The industry ha... » read more

Formal In The Spotlight


Who doesn’t like a great family picture during the festive season? Of course, those occasions call for reasonably elegant attire. When in the spotlight, most people like to get somewhat more formal. It seems that in the semiconductor world, it’s the reverse. As formal verification transitioned from a niche technology to mainstream over the past few years, formal verification engineers an... » read more

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