When AI Goes Awry


The race is on to develop intelligent systems that can drive cars, diagnose and treat complex medical conditions, and even train other machines. The problem is that no one is quite sure how to diagnose latent or less-obvious flaws in these systems—or better yet, to prevent them from occurring in the first place. While machines can do some things very well, it's still up to humans to devise... » read more

Applying Machine Learning To Chips


The race is on to figure out how to apply analytics, data mining and machine learning across a wide swath of market segments and applications, and nowhere is this more evident than in semiconductor design and manufacturing. The key with ML/DL/AI is understanding how devices react to real events and stimuli, and how future devices can be optimized. That requires sifting through an expandi... » read more

The Bumpy Road To 5G


5G is coming, but not everywhere, not all at once, and not the fastest version of this technology right away. In fact, the probable scenario is that 5G will be rolled out first in densely populated urban areas, starting in 2020 or 2021, with increasingly widespread adoption over the next decade after that. But 5G is unlikely to ever completely replace 4G LTE, just as a smart phone today roll... » read more

AI: The Next Big Thing


The next big thing isn't actually a thing. It's a set of finely tuned statistical models. But developing, optimizing and utilizing those models, which collectively fit under the umbrella of artificial intelligence, will require some of the most advanced semiconductors ever developed. The demand for artificial intelligence is almost ubiquitous. As with all "next big things," it is a horizonta... » read more

IP And Power


[getkc id="108" kc_name="Power"] is quickly becoming a major differentiator for products, regardless of whether they are connected to a wall outlet or dependent on a battery. At the same time, increasing amounts of a chips content comes from third-party [getkc id="43" kc_name="IP"]. So how do system designers ensure that the complete system has an optimal power profile, and what can they do to ... » read more

Anatomy Of An Autonomous Vehicle Crash


The rollout of autonomous vehicles will have far-reaching impacts on technology, business and social interactions, but it also will set in motion a whole new side of technology development and new legal frameworks to prove what went wrong when these vehicles are involved in an accident. This isn't just something to plan for down the road. The California Department of Motor Vehicles this week... » read more

Verification Of Functional Safety (Part 2)


The automotive industry is grappling with a tradeoff between cost and safety. Safety is well understood in industries that are cost-insensitive, such as aerospace and medical, and the consumer industry has a long track record of driving down costs while increasing functionality. But can these two industries be brought together in a safe and effective manner to enable automobiles to achieve the ... » read more

Giant Auto Industry Disruption Ahead


The move to self-driving vehicles over the next decade or so will result in a massive restructuring of entire segments of the global economy that have evolved to create and support automobiles and the people who drive them. The shift will create many new jobs-particularly for semiconductors and electronic systems-and conservatively it will eliminate hundreds of thousands of existing ones. It... » read more

Verification Of Functional Safety


Functional safety is becoming a key part of chip design, and an increasingly problematic one for many engineering teams. Functional safety for electrical and electronic systems is nothing new. It has been an important element of the military, aerospace and medical industries for many years. But the growing importance of functional safety within the automobile industry presents a number o... » read more

7/5nm Timing Closure Intensifies


Timing closure issues are increasing in magnitude at 7/5nm, and ones that were often considered minor in the past no longer can be ignored. Timing closure is an essential part of any chip design. The process ensures that all combinatorial paths through a design meet the necessary timing so that it can run reliably at a specified clock rate. Timing closure hasn't changed significantly over th... » read more

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