Lake Forest
Predicting Students' Exam Scores Using Physiological Signals
Kang, Willie, Kim, Sean, Yoo, Eliot, Kim, Samuel
While acute stress has been shown to have both positive and negative effects on performance, not much is known about the impacts of stress on students grades during examinations. To answer this question, we examined whether a correlation could be found between physiological stress signals and exam performance. We conducted this study using multiple physiological signals of ten undergraduate students over three different exams. The study focused on three signals, i.e., skin temperature, heart rate, and electrodermal activity. We extracted statistics as features and fed them into a variety of binary classifiers to predict relatively higher or lower grades. Experimental results showed up to 0.81 ROC-AUC with k-nearest neighbor algorithm among various machine learning algorithms.
Laird Connectivity Expands System-On-Module Portfolio with Boundary Devices Acquisition
Laird Connectivity, a global leader in wireless modules, internal antennas, IoT Devices, and custom wireless solutions, is pleased to announce it has acquired California-based Boundary Devices, a leader in designing and manufacturing System-on-Modules (SOM) and Single Board Computers (SBC). Founded in 2003 and headquartered in Lake Forest, California, Boundary Devices is a pioneer and leader in providing innovative SOM and SBC products that serve a diverse and global customer base across high-growth end markets, including IoT, commercial equipment, laboratory instruments, and industrial automation. The Company provides a one-stop-shop destination for customers seeking a total-solutions partner able to offer: hardware design for NXP Semiconductors i.MX applications processors, software development, U.S. based manufacturing, and integration, all backed by best-in-class engineering and customer support. Recommended AI: How is Artificial Intelligence (AI) Changing the Future of Architecture? The acquisition significantly enhances the growing Laird Connectivity SOM portfolio by providing a full complement of SOM and SBC products for a wide range of customer applications.
Why Retro-Looking Games Get So Much Love
As a young and fair-weather gamer, I loved playing Super Mario Brothers because it was my older brother's favorite game, and I wanted to be just like him. I can still hear the 8-bit theme song in my head, and I'm guessing you can too, if you played Mario as a kid. "Bah dat dat doo dat dat doo," goes the classic, repetitive, 1985 jam. The ubiquity of those notes in many of our childhoods was as constant as a hug from grandma, a pack of Gushers after school, or Saturday morning cartoons. Retro games like Mortal Kombat, Street Fighter, and The Legend of Zelda are comfort food for gamers.
Tesla's former head of engineering Doug Field is back with Apple
Tesla's former head of engineering Doug Field is back working with Apple after he took a sudden leave of absence from the Elon Musk firm back in May. In July, it was confirmed the senior engineer would not be returning to Tesla and is instead back with Apple - the company he left five years ago. He will be working on Apple's secretive'Project Titan' autonomous vehicle team, which been running since mid-2016. The two companies have fought over Silicon Valley talent for years with Tesla's CEO Elon Musk once describing Apple's car project as a'Tesla graveyard'. Tesla's former head of engineering Doug Field is back with Apple after first taking a sudden leave of absence back in May.
Tesla Blames Driver in Fatal Car Crash
On Wednesday, Tesla more explicitly assigned blame to the driver. "The crash happened on a clear day with several hundred feet of visibility ahead, which means that the only way for this accident to have occurred is if Mr. Huang wasn't paying attention to the road, despite the car providing multiple warnings to do so," a Tesla spokesman said in a statement. Earlier on Wednesday, San Francisco-based Minami Tamaki LLP announced in a statement that the family had retained its services and plans to file a wrongful-death lawsuit. The family appeared on local television on Tuesday night defending Mr. Huang's driving. "The firm believes Tesla's Autopilot feature is defective and likely caused Huang's death, despite Tesla's apparent attempt to blame the victim of this terrible tragedy," the law firm said in a statement.
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Cambit pieces can be assembled to create a dozen different imaging systems. The cameras in our phones and tablets have turned us all into avid photographers, regularly using them to capture special moments and document our lives. One notable feature of camera phones is they are compact and fully automatic, enabling us to point and shoot without having to adjust any settings. However, when we need to capture photos of high aesthetic quality, we resort to more sophisticated DSLR cameras in which a variety of lenses and flashes can be used interchangeably. This flexibility is important for spanning the entire range of real-world imaging scenarios, while enabling us to be more creative. Many developers have sought to make these cameras even more flexible through both hardware and software.