How Neural Networks Think (MIT)


Source: MIT’s Computer Science and Artificial Intelligence Laboratory, David Alvarez-Melis and Tommi S. Jaakkola Technical paper link MIT article General-purpose neural net training Artificial-intelligence research has been transformed by machine-learning systems called neural networks, which learn how to perform tasks by analyzing huge volumes of training data, reminded MIT research... » read more

ARM Moves Further Into Automotive With NXP’s Launch of S32K Series To The General Market


NXP has now launched its new S32K range of microcontrollers for the general market. These devices are targeted at automotive body and motor control applications. NXP is thus now offering ARM-based devices to a broad range of customers in a segment that has been dominated by proprietary-architecture devices. The increasing demands on controllers in body applications mean that this is unlikely to... » read more

New BEOL/MOL Breakthroughs?


Chipmakers are moving ahead with transistor scaling at advanced nodes, but it's becoming more difficult. The industry is struggling to maintain the same timeline for contacts and interconnects, which represent a larger portion of the cost and unwanted resistance in chips at the most advanced nodes. A leading-edge chip consists of three parts—the transistor, contacts and interconnects. The ... » read more

Synthetic Sensors: Towards General-Purpose Sensing (Carnegie Mellon Univ)


Source: Carnegie Mellon University, Human-Computer Interaction Institute, Gierad Laput, Yang Zhang, Chris Harrison Although ubiquitous sensors seem almost synonymous with the IoT, some Carnegie Mellon University researchers say sensing with a single, general purpose sensor for each room may be better. The team has developed a plug-in sensor package that monitors multiple phenomena — sou... » read more

Wearable AI System Can Detect A Conversation Tone (MIT)


Source: Researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) and Institute of Medical Engineering and Science (IMES); Tuka AlHanai and Mohammad Mahdi Ghassemi "It’s a fact of nature that a single conversation can be interpreted in very different ways. For people with anxiety or conditions such as Asperger’s, this can make social situations extremel... » read more

The Week In Review: IoT


Security The Defense Advanced Research Projects Agency (DARPA) in August held the finals of its Cyber Grand Challenge, a competition that came down to seven teams in Las Vegas, with the three winning teams sharing cash prizes totaling $3.75 million. The capture-the-flag style contest let cybersecurity software counter various attacks on its own, without the aid of engineers and programmers. Th... » 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

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

The Week in Review: IoT


Technology The Internet of Things got some attention at this week’s Intel Developer Forum in San Francisco. Intel CEO Brian Krzanich introduced the Joule compute module in his opening-day keynote address. The module is a high-performance developer platform supporting Intel RealSense depth-sensing cameras. Canonical, Microsoft, and PivotHead were among the IDF exhibitors demonstrating the Jou... » read more

The Week In Review: Manufacturing


Fab tools Thermo Fisher Scientific and FEI have announced that their boards of directors have unanimously approved Thermo Fisher’s acquisition of FEI for $107.50 per share in cash. The transaction represents a purchase price of approximately $4.2 billion. In a video, Aki Fujimura, chief executive of D2S, recaps the emerging mask and lithography trends presented at the recent Photomask Ja... » read more

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