ReRAM Seeks To Replace NOR


Resistive RAM is gaining renewed attention as demand for faster and cheaper non-volatile memory alternatives continues to grow, particularly in applications such as automotive. Embedded flash has long left designers wishing for better write speeds and lower energy consumption, but as the leading edge of that technology shrunk to 28nm, another problem arose. Manufacturing flash memory at thos... » read more

Chip Industry Week In Review


By Jesse Allen, Karen Heyman, and Liz Allan The U.S. Department of Defense (DOD) announced $238 million in awards toward establishing eight regional innovation hubs under the CHIPS and Science Act. The hubs aim to accelerate hardware prototyping and "lab-to-fab" transition of semiconductor technologies for secure edge/IoT, 5G/6G, AI hardware, quantum technology, electromagnetic warfare, and ... » read more

When And Where To Implement AI/ML In Fabs


Deciphering complex interactions between variables is where machine learning and deep learning shine, but figuring out exactly how ML-based systems will be most useful is the job of engineers. The challenge is in pairing their domain expertise with available ML tools to maximize the value of both. This depends on sufficient quantities of good data, highly optimized algorithms, and proper tra... » read more

Blog Review: September 20


Siemens' Patrick Hope considers the unique attributes of materials used in flex and rigid-flex PCB designs and how they are constructed. Synopsys' Kenneth Larsen and Shekhar Kapoor find that the increased impact of thermal, signal integrity, and other multi-physics effects on multi-die systems calls for looking at the whole system, from technology to dies and package together. Cadence's V... » read more

Quantum Plus AI Widens Cyberattack Threat Concerns


Quantum computing promises revolutionary changes to the computing paradigm that the semiconductor industry has operated under for decades, but it also raises the prospect of widespread cybersecurity threats. Quantum computing cyberattacks will occur millions of times faster than any assault conventional computing can muster. And while quantum computing is in an early stage of development, ex... » read more

High-Quality Silicon With Cloud-Based Verification


New materials, vertically stacked architectures, and angstrom-level process technologies—the complexity of today’s SoCs continues to grow to meet the needs of demanding applications such as AI, autonomous vehicles, and high-performance computing. This trend only places greater pressure on verification, already notorious for being a significant bottleneck in chip development. Design teams... » read more

Using Virtual Metal Fill To Predict The Impact Of High Level Nets


A recent blog post discussed the use of virtual metal fill (VMF) to predict the effects of real metal fill when performing RC extraction on a chip layout. This enables static timing analysis (STA) closely correlated with final post-fill results without incurring the time to perform the actual metal fill insertion during the layout-STA loop. VMF is fast enough to be run in every iteration of thi... » read more

Patterns And Issues In AI Chip Design


AI is becoming more than a talking point for chip and system design, taking on increasingly complex tasks that are now competitive requirements in many markets. But the inclusion of AI, along with its machine learning and deep learning subcategories, also has injected widespread confusion and uncertainty into every aspect of electronics. This is partly due to the fact that it touches so many... » read more

Managing P/P Tradeoffs With Voltage Droop Gets Trickier


Experts at the Table: Semiconductor Engineering sat down to talk about voltage droop/IR drop with Bill Mullen, distinguished engineer at Ansys; Rajat Chaudhry, product management group director at Cadence; Heidi Barnes, senior applications engineer at Keysight Technologies; Venkatesh Santhanagopalan, product manager at Movellus; Joe Davis, senior director for Calibre interfaces and mPower EM/IR... » read more

Understanding UVM Coverage For RISC-V Processor Designs


Attempting to achieve complete RISC-V verification requires multiple methodologies employing a wide range of relevant tools, including: • Coverage driven simulation based on UVM constrained random methods and compliant with the Universal Verification Methodology (UVM) standard • Static and formal property verification • Equivalence checking • Emulation and FPGA based verific... » read more

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