Choosing Verification Engines


Emulation, simulation, FPGA prototyping and formal verification have very specific uses on paper, but the lines are becoming less clear as complexity goes up, more third-party IP is included, and the number of use cases and interactions of connected devices explodes. Ironically, the lines are blurring not for the most complex SoCs, such as those used in smart phones. The bigger challenge app... » read more

Heterogeneous System Challenges Grow


As more types of processors are added into SoCs—CPUs, GPUs, DSPs and accelerators, each running a different OS—there is a growing challenge to make sure these compute elements interact properly with their neighbors. Adding to the problem is this mix of processors and accelerators varies widely between different markets and applications. In mobile there are CPUs, GPUs, video and crypto pr... » read more

Building Chips That Can Learn


The idea that devices can learn optimal behavior rather than relying on more generalized hardware and software is driving a resurgence in artificial intelligence, machine leaning, and cognitive computing. But architecting, building and testing these kinds of systems will require broad changes that ultimately could impact the entire semiconductor ecosystem. Many of these changes are wel... » read more

Hypervisors: Help Or Hindrance?


Hypervisors are seeing an increased level of adoption, but do they help or hinder the development and verification process? The answer may depend on your perspective. In the hardware world, system-level integration is rapidly becoming a roadblock in the development process. While each of the pieces may be known to work separately, as soon as they are put together, the interactions between th... » read more

Rethinking Verification For Cars


As the amount of electronic content in a car increases, so does the number of questions about how to improve reliability of those systems. Unlike an [getkc id="76" kc_name="IoT"] device, which is expected last a couple of years, automotive electronics fall into a class of safety-critical devices. There are standards for verifying these devices, new test methodologies, and there is far mo... » read more

Gaps In The Verification Flow


Semiconductor Engineering sat down to discuss the state of the functional verification flow with Stephen Bailey, director of emerging companies at [getentity id="22017" e_name="Mentor Graphics"]; [getperson id="11079" comment="Anupam Bakshi"], CEO of [getentity id="22168" e_name="Agnisys"]; [getperson id="11124" comment="Mike Bartley"], CEO of [getentity id="22868" e_name="Test and Verification... » read more

Executive Insight: Sundari Mitra


Sundari Mitra, co-founder and CEO of [getentity id="22535" e_name="NetSpeed Systems"], sat down with Semiconductor Engineering to discuss machine learning, shifting from a processor-centric to a memory-centric design, and what needs to change to make that all happen. What follows are excerpts of that conversation. SE: What is the biggest change you’re seeing? Mitra: We go through a cycl... » read more

Context Is Everything


With consumer and industrial IoT applications, the importance of system context to IC vendors is paramount. No more are the days of developing a chip in isolation; close partnership with systems companies is de rigueur as they provide the use case data that is foundational to development of systems that work. While this makes sense in a smartphone, it’s significantly harder to achieve in a... » read more

Will Hypervisors Protect Us?


Another day, another car hacked and another report of a data breach. The lack of security built into electronic systems has made them a playground for the criminal world, and the industry must start becoming more responsive by adding increasingly sophisticated layers of protection. In this, the first of a two-part series, Semiconductor Engineering examines how hypervisors are entering the embed... » read more

Can Analog And Digital Get Along Better?


How to bridge analog and digital is getting renewed attention as the amount of analog content that needs to be processed balloons with consumer and industrial IoT applications. Solving that problem isn’t going to be easy, though. To begin with, digital designers view designs in terms of voltages. Analog designers, in contrast, look at currents. “Unless you can analyze an [getkc id="37... » read more

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