Causal Inference for AMS Design (U. of Florida)


A new technical paper, "Causal AI For AMS Circuit Design: Interpretable Parameter Effects Analysis," was published by the University of Florida. Abstract "Analog-mixed-signal (AMS) circuits are highly non-linear and operate on continuous real-world signals, making them far more difficult to model with data-driven AI than digital blocks. To close the gap between structured design data (dev... » read more

AI In A/MS IC Design: Between Buzzword And Productivity Boost


In the past few years, AI has burst onto the public stage in grand style. This ongoing trend is apparent in the rising number of AI applications in everyday life. But more and more, it can also be seen in a broad range of technical niches, where the main motivation is AI’s promise of continuously increasing efficiency. One such niche that has seen decades of attempts to achieve greater eff... » read more

LLM-Based AI Agent That Automates The Transistor Sizing Process (Univ. of Edinburgh)


A new technical paper titled "EEsizer: LLM-Based AI Agent for Sizing of Analog and Mixed Signal Circuit" was published by researchers at The University of Edinburgh. Abstract "The design of Analog and Mixed-Signal (AMS) integrated circuits (ICs) often involves significant manual effort, especially during the transistor sizing process. While Machine Learning techniques in Electronic Design A... » read more

EBook: Optimizing Analog Design With Multiphysics


As technologies like artificial intelligence (AI), 5G, electric vehicles, and high-speed computing continue to advance, analog and mixed-signal (AMS) technologies have become the unsung heroes of next-gen electronics. AMS chips are enabling smarter, faster, and more efficient systems, but traditional design approaches are struggling to keep pace. Interconnect parasitics, power integrity, photo... » read more

Reap Rewards With Shift-Left Pattern Matching For Custom And AMS Designs


To keep up with the growing complexities of IC design, major semiconductor companies are adopting shift-left strategies. For verification, this means pulling much of the work into the physical design stage. By moving critical checks earlier in the design cycle, you can identify and resolve issues before they escalate, streamlining the overall development process. The Calibre tools have been ... » read more

HyperLynx


You gain the full power of HyperLynx when it is fully integrated as part of the Xpedition PCB design flow. Yet, it also interfaces with most PCB layout tools, allowing any engineer to quickly import and set up their PCB designs for analysis, regardless of their existing toolset. And because its progressive verification methodology analyzes a design in stages, HyperLynx locates issues earlier an... » read more

Formal Verification Of A Mixed Signal IP with Both Digital And Analog Blocks


A new technical paper titled "Analogous Alignments: Digital "Formally" meets Analog" was published by researchers at Infineon Technologies. Abstract: "The complexity of modern-day System-on-Chips (SoCs) is continually increasing, and it becomes increasingly challenging to deliver dependable and credible chips in a short time-to-market. Especially, in the case of test chips, where the aim is... » read more

Promises and Perils of Parallel Test


Testing multiple devices at the same time is not providing the equivalent reduction in overall test time due to a combination of test execution issues, the complexity of the devices being tested, and the complex tradeoffs required for parallelism. Parallel testing is now the norm — from full wafer probe DRAM testing with thousands of dies to two-site testing for complex, high-performance c... » read more

Managing Complexity And A Left Shift: Reconfigurable Mixed-Signal Circuits For Complex Integrated Systems


By Björn Zeugmann and Benjamin Prautsch The chip market is growing worldwide; it’s projected to nearly double by 2030 to over one trillion dollars. Most of this market is made up of digital functions in the form of logic, microprocessors, and memory. Although analog ICs account for only around 15% of the total, they are key components for overall systems and are therefore almost always pr... » read more

Use Tcl To Save Signals More Efficiently In AMS Simulations


Saving signal waveforms during a simulation is one of the basic ways to check the simulation results. However, with large SoC designs, it’s not always practical to save all signals during simulation, and the simulation performance might also be impacted by the number of signals being saved. Therefore, a crucial part of the simulation setup is to specify the expected and essential signals to s... » read more

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