The Multiplier And The Singularity


In 1993, Vernor Vinge, a computer scientist and science fiction writer, first described an event called the Singularity—the point when machine intelligence matches and then surpasses human intelligence. And since then, top scientists, engineers and futurists have been asking just how far away we are from that event. In 2006, Ray Kurzweil published a book, "The Singularity is Near," in whic... » read more

2017: Manufacturing And Markets


While the industry is busy chatting about the end of Moore's Law and a maturing of the semiconductor industry, the top minds of many companies are having none of it. A slowdown in one area is just an opportunity, in another and that is reflected in the predictions for this year. As in previous years, Semiconductor Engineering will look back on these predictions at the end of the year to see ... » read more

Tools For Heterogeneous System Development


System architects look to both heterogeneous and homogeneous computing when there are no other options available, but the current thinking is that a system-level software methodology could simplify the design, ease integration of various blocks, and potentially improve performance for less power. While the theory appears sound enough, implementing it has turned out to be harder than expected. ... » read more

Tuning Heterogeneous SoCs


It's one thing to pack multiple processor cores into a design, but it is much more difficult to ensure the hardware matches the software's requirements, or that the software optimally uses the hardware. Both the hardware and software teams are now facing these issues, and there are few tools to help them fully understand the problems or to provide solutions. Design teams continue to add more... » read more

Homogeneous And Heterogeneous Computing Collide


Eleven years ago processors stopped scaling due to diminishing returns and the breakdown of [getkc id="213" kc_name="Dennard's Law"]. That set in motion a chain of events from which the industry has still not fully recovered. The transition to homogeneous multi-core processing presented the software side with a problem that they did not know how to solve, namely how to optimize the usage of ... » read more

Seeing The Future Of Vision


Vision systems have evolved from cameras that enable robots to “see” on a factory floor to a safety-critical element of the heterogeneous systems guiding autonomous vehicles, as well as other applications that call for parallel processing technology to quickly recognize objects, people, and the surrounding environment. Automotive electronics and mobile devices currently dominate embedded... » 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

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

GPUs Power Ahead


GPUs, long a sideshow for CPUs, are suddenly the rising stars of the processor world. They are a first choice in everything from artificial intelligence systems to automotive ADAS applications and deep learning systems powered by [getkc id="261" kc_name="convolutional neural network"]. And they are still the mainstays of high-performance computing, gaming and scientific computation, to name ... » read more

The Week in Review: IoT


Deals Samsung said Tuesday that it will invest about $1.2 billion in Internet of Things startups in the U.S. over the next four years. Investments will be made through the Samsung Global Innovation Center in Silicon Valley and through other Samsung units. Samsung is partnering with Intel to establish the National IoT Strategy Initiative, which will take in academic and industry members and wil... » read more

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