Impact Of IP On AI SoCs


The combination of mathematics and processing capability has set in motion a new generation of technology advancements with an entire new world of possibilities related to Artificial Intelligence. AI mimics human behavior using deep learning algorithms. Neural networks are what we define as deep learning, which is a subset of machine learning, which is yet a subset of AI, as shown in Figure 1. ... » read more

Pace Quickens As Machine Learning Moves To The Edge


Artificial intelligence applications are rapidly changing the way society engages with technology. It wasn’t too long ago that your smart phone couldn’t recognize your face or your thumbprint. It also wasn’t too long ago that Alexa wasn’t helping you navigate your day so easily. And not too long ago, odds are, you weren’t developing an application or device that had AI/ML as its ce... » read more

Scalable, Cloud-Ready IC Validator Solution For Advanced DRC Nodes


As we move to a data-centric world, semiconductor companies across the globe are working at a furious pace to develop and manufacture Artificial Intelligent [AI] chips. AI is all about an algorithm that mimics a human’s ability to learn and decide. For example, AI can be used to interpret and understand an image that helps a doctor make a better diagnosis for a patient. This requires chips to... » read more

Blog Review: Aug. 8


Cadence's Meera Collier provides a primer on the basics of quantum computing, including how quantum gates work using superpositions and how it could impact chip design. Mentor's Dennis Brophy shares a list of resources to help you get up to speed on the recently-approved Portable Test and Stimulus standard, which enables test scenarios to be run across different execution platforms. Synop... » read more

AI, ML Chip Choices


Flex Logix’s Cheng Wang talks about which types of chips work best for neural networks, AI and machine learning. https://youtu.be/k7OdP7B10o8 » read more

Some Human Musings On Machine Learning


Throughout our semiconductor industry, there are examples of binary balance. By that, I’m not just referring to the 1s and 0s in binary code. This balance also applies to n-well and p-well device features or the deposition and etching of materials on a wafer. This duality is present in our human makeup, too. We use both hard intellect and intangible feeling in recognizing challenges, findi... » read more

What’s in a Name?


Test Vision 2020 is a specialty workshop held each year during Semicon West. Formerly known as ATE Vision 2020, the program focuses on automatic test equipment and related topics. This year’s edition heard a lot about artificial intelligence, automotive electronics, and machine learning, which have been the leading topics at every tech conference I’ve attended in 2018. The workshop’s t... » read more

Auto Chip Test Getting Harder


Chipmakers and test/validation companies are helping lead the effort to develop self-driving cars, but they are facing a wide range of technical and even cultural barriers. Advanced driver assist systems (ADAS) already are the most complex systems by far in modern cars, the best of which hover between Level 2 and Level 3 on the five-step autonomy ladder maintained by the Society of Automotiv... » read more

Week in Review: IoT, Security, Auto


Deals Arm acquired Treasure Data, which offers a data management service. Financial terms weren’t revealed, although the transaction is reportedly worth $600 million. Joyce Kim, Arm’s chief marketing officer, told reporters that the purchase is “the largest cash deal we’ve done.” Along with the company’s introduction of Mbed Cloud (a device management service) last year and the acq... » read more

IoT Meets ML


AI and machine learning are the next big things, and they're going make a huge difference in the adoption and capabilities of the IoT. Unlike previous technology approaches, AI, machine learning and deep learning are based on patterns. In effect, they raise up the level of abstraction for data. An image of a cat can be megabytes of data, and a cat taken from all angles may be gigabytes of da... » read more

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