Blog Review: May 6


In a blog for Arm, Javier Fernandez-Marques of Oxford University digs into how to make the best use of quantized neural network models and why it's so important to consider what algorithms will be running when deciding which model architecture to implement, and which quantization strategy to adopt for the model. Synopsys' Taylor Armerding explains why, with a largely remote workforce, it may... » read more

Key Drivers In New Chip Industry Outlook


How well the semiconductor industry fares over the next 12 to 24 months depends upon the evolution of a virus. That alone will determine the correct model for an economic rebound — V, U, extended U, or maybe even a double U. But what's also becoming clear is those models don't apply uniformly to all sectors or sub-sectors of the semiconductor industry. Looked at as a whole, the entire indu... » read more

The Murky World Of AI Benchmarks


AI startup companies have been emerging at breakneck speed for the past few years, all the while touting TOPS benchmark data. But what does it really mean and does a TOPS number apply across every application? Answer: It depends on a variety of factors. Historically, every class of design has used some kind of standard benchmark for both product development and positioning. For example, SPEC... » read more

Blog Review: April 29


Arm's Paul Whatmough checks out SCALE-Sim, an open source cycle-accurate simulator specifically for neural processing unit (NPU) architectures. Mentor's Neil Johnson shows how a complete verification methodology requires complementary deployment of multiple techniques, with different options at each level of abstraction. Cadence's Paul McLellan checks out challenges in automotive reliabil... » read more

5G Brings New Verification Challenges


In the summer of 2018, Siemens raised a few eyebrows within the verification community when we acquired Sarokal, based in Finland. What that community did not piece together at the time was that Sarokal is the leader in 5G testing and has a seasoned team of people that have work closely with leading telecommunication companies to provide hardware and software solutions for fronthaul system test... » read more

Practical Processor Verification


Custom processors are making a resurgence, spurred on by the early success of the RISC-V ISA and the ecosystem that is rapidly building around it. But this shift is amid questions about whether processor verification has become a lost art. Years ago custom processors were common. But as the market consolidated around a handful of companies, so did the tools and expertise needed to develop th... » read more

Using Processor Trace At The System Level


The race to process more data faster using less power is creating a series of debug challenges at the system level, where developers need to be able to trace interactions across multiple and often heterogeneous processing elements that may function independently of each other. In general, trace is a hardware debug feature that allows the run-time behavior of IP to be monitored. More specific... » read more

Porting Vivado HLS Designs To Catapult HLS Platform


High-Level Synthesis (HLS) offers significant benefits when developing algorithms and intellectual property (IP) blocks for implementation in digital logic solutions such as Field Programmable Gate Arrays (FPGA) and Application Specific Integrated Circuits (ASICs). FPGA vendors offer HLS tools and using those increases flexibility and productivity over traditional hardware description language ... » read more

Blog Review: April 22


Mentor's Shivani Joshi takes a look at the benefits of adding ground planes in PCB design to improve signal integrity and reduce electrical noise and interference. Cadence's Paul McLellan points to the gradual adoption of 3D packaged systems, the role of mobile in driving adoption, and the rise of chiplets. Synopsys' Taylor Armerding shares some tips for productive remote teamwork from th... » read more

Power Becomes Bigger Concern For Embedded Processors


Power is emerging as the dominant concern for embedded processors even in applications where performance is billed as the top design criteria. This is happening regardless of the end application or the process node. In some high-performance applications, power density and thermal dissipation can limit how fast a processor can run. This is compounded by concerns about cyber and physical secur... » read more

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