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

Bridging Machine Learning’s Divide

There is a growing divide between those researching [getkc id="305" comment="machine learning"] (ML) in the cloud and those trying to perform inferencing using limited resources and power budgets. Researchers are using the most cost-effective hardware available to them, which happens to be GPUs filled with floating point arithmetic units. But this is an untenable solution for embedded infere... » read more

Deep Learning Spreads

Deep learning is gaining traction across a broad swath of applications, providing more nuanced and complex behavior than machine learning offers today. Those attributes are particularly important for safety-critical devices, such as assisted or autonomous vehicles, as well as for natural language processing where a machine can recognize the intent of words based upon the context of a convers... » read more

Babblabs: Deep Learning Speech Processing

Pronounced “babble labs,” a startup that is the brainchild of serial entrepreneur [getperson id="11244" comment="Chris Rowen"] is setting out to transform speech processing and will leverage deep learning to do so. Rowen, CEO of Babblabs, has spoken for some time about move of processing to more general purpose hardware, with applications layered on top, so it’s not so surprising his n... » read more

The Week In Review: Design

M&A Barco Silex, now named Silex Inside, split from parent company Barco in a management buyout in partnership with a group of private investors lead by Dutch investment company Vehold BV. The company will continue its focus on security, video compression, and interface IP, along with design services. Tools & IP Mentor is making a version of its HyperLynx design rule checking tool ... » read more

Data Buffering’s Role Grows

Data buffering is gaining ground as a way to speed up the processing of increasingly large quantities of data. In simple terms, a data buffer is an area of physical [getkc id="22" kc_name="memory"] storage that temporarily stores data while it is being moved from one place to another. This becomes increasingly necessary in data centers, autonomous vehicles, and for [getkc id="305" kc_name=... » read more

Machine Learning’s Growing Divide

[getkc id="305" kc_name="Machine learning"] is one of the hottest areas of development, but most of the attention so far has focused on the cloud, algorithms and GPUs. For the semiconductor industry, the real opportunity is in optimizing and packaging solutions into usable forms, such as within the automotive industry or for battery-operated consumer or [getkc id="76" kc_name="IoT"] products. ... » read more

Pushing DRAM’s Limits

If humans ever do create a genuinely self-aware artificial intelligence, it may well exhibit the frustration of waiting for data arrive. The access bandwidth of DRAM-based computer memory has improved by a factor of 20x over the past two decades. Capacity increased 128x during the same period. But latency improved only 1.3x, according to Kevin Chang, a researcher at Carnegie Mellon Universit... » read more