Creating mood sensing technology has become very popular in recent years. There is a wide range of companies trying to detect your emotions from what you write, the tone of your voice, or from the expressions on your face. All of these companies offer their technology online through cloud-based programming interfaces (APIs). As part of my offline emotion sensing hardware (Project Jammin), I have already built early prototypes of facial expression and speech content recognition for emotion detection. In this short article I describe the missing part, a voice tone analyzer.

Advanced digital technologies are swiftly changing the kinds of skills that jobs require. How are improvements in digital technology changing the nature of human work? A team of researchers from the MIT Sloan School of Management and the Masdar Institute in Masdar City, Abu Dhabi, have taken a close look at that question. In a paper called "Racing With and Against the Machine: Changes in Occupational Skill Composition in an Era of Rapid Technological Advance," Frank MacCrory, George Westerman and Erik Brynjolfsson of the MIT Sloan School and Yousef Alhammadi of the Masdar Institute studied the U.S. government's O*NET database of occupational skill requirements in 2006 and 2014 and analyzed the types of skills that jobs required in both years. Their paper was named the best conference paper at the 2014 International Conference on Information Systems.

The first wave of robots taking over human jobs is upon us. Apple Inc. AAPL, 0.79% supplier Foxconn Technology Co. 2354, 0.14% has replaced 60,000 human workers with robots in a single factory, according to a report in the South China Morning Post, initially published over the weekend. This is part of a massive reduction in headcount across the entire Kunshan region in China's Jiangsu province, in which many Taiwanese manufacturers base their Chinese operations. In a statement to MarketWatch, Foxconn Technology Group confirmed that it has been automating its manufacturing facilities throughout China, including Kunshan, for "many years," which it says has freed up its employees to focus on higher value-added elements of the manufacturing process, such as research and development, process control and quality control. "Across all of our facilities today, we are applying robotics engineering and other innovative manufacturing technologies to replace repetitive tasks previously done by employees," Foxconn said.

In the quest for the most capable robotic bug (which is a quest that many roboticists seem to be on, because robotic bugs are nifty), some of the most exciting designs are inspired by the dynamic, multi-modal ways in which insects are conquering the world. Combining skills like running with skills like jumping can make little robots much more efficient movers, allowing them to go farther on a charge as well as helping them surmount obstacles and rough terrain. Most of the small jumping robots we've seen before use a spring mechanism with a latch on it. The latch makes the spring state binary: the spring gets all wound up, the latch holds it, and then disengages on command, releasing all of the energy in the spring in one go. You can get a lot of power this way, but it's an all or nothing sort of thing, so the magnitude (height, distance, whatever) isn't controllable.

China's artificial intelligence industry received a huge boost of validation from the government on Wednesday, which announced its plans to create a "100 billion level" ( 15 billion USD) artificial intelligence market by 2018. According to state-owned media Xinhua News Agency, the government plans to roll out projects in smart home applications, smart cars, unmanned systems, wearables, and robotics over the next three years. "According to the plan, China will improve the country's economy and society, disrupt the core technologies of artificial intelligence, and increase our smart hardware supply capabilities," stated the government in its announcement. "Over the next three years, the country will build a solid foundation for an innovative, active, collaborative, eco-friendly, and safe artificial intelligence industry." As per usual, the government's announcement was vague.

Anyone who has had a bad night's sleep will know that the impact it can have on your ability to think clearly and remember things the following day. But it appears that we may be able to improve our retrieval of memories, by simulating how our brains work during sleep. New research has discovered the brain circuit that controls how certain memories are consolidated in the brain overnight. Researchers from the RIKEN Brain Science Institute in Japan have now shown how manipulating a specific brain circuit can prevent or enhance the memories you retain. Masanori Murayama, who led the study, said: 'Our findings on sleep deprivation are particularly interesting from a clinical perspective.

EXCLUSIVE: New satellite imagery obtained by Fox News shows that China, for the first time, has deployed a drone with stealth technology to a contested island in the South China Sea, in another sign of escalating tensions in the region. The new development comes as President Obama visits Japan. He lifted an arms embargo against Vietnam while visiting Hanoi earlier this week, drawing criticism from the Chinese government about stoking tensions in the region. The newly obtained satellite images from ImageSat International (ISI) show a Chinese Harbin BZK-005 long range reconnaissance drone on Woody Island in the South China Sea. The Chinese drone did not appear armed in the satellite image taken last month.

IMAGE: This image shows deep neural networks for drug discovery. Deep learning, frequently referred to as artificial intelligence, a branch of machine learning utilizing multiple layers of neurons to model high-level abstractions in data, has outperformed humans in tasks including image, text and voice recognition, autonomous driving and others, and is now being applied to drug discovery and biomarker development. In a study published in Molecular Pharmaceutics, a prestigious journal published by the American Chemical Society, scientists from Insilico Medicine in collaboration with Datalytic Solutions and Mind Research Network trained deep neural networks to predict the therapeutic use of large number of multiple drugs using gene expression data obtained from high-throughput experiments on human cell lines. Deep neural networks outperformed other machine learning techniques and did not result in significant drop in performance as the number of classes increased. When the networks got confused and guessed the therapeutic use of the drugs incorrectly, the drugs often had dual use, indicating the possibility of using DNNs for drug repurposing.

The first wave of robots taking over human jobs is upon us. Apple Inc. AAPL, 0.79% supplier Foxconn Technology Co. 2354, -0.27% has replaced 60,000 human workers with robots in a single factory, according to a report in the South China Morning Post, initially published over the weekend. This is part of a massive reduction in headcount across the entire Kunshan region in China's Jiangsu province, in which many Taiwanese manufacturers base their Chinese operations. In a statement to MarketWatch, Foxconn Technology Group confirmed that it has been automating its manufacturing facilities throughout China, including Kunshan, for "many years," which it says has freed up its employees to focus on higher value-added elements of the manufacturing process, such as research and development, process control and quality control. "Across all of our facilities today, we are applying robotics engineering and other innovative manufacturing technologies to replace repetitive tasks previously done by employees," Foxconn said.

"APAC expected to be the fastest-growing market" The AI market in APAC is expected to grow at the highest CAGR between 2015 and 2020. The rapid adoption of the machine learning technology in the advertising & media, finance, and retail sectors in this region and increase in the usage of natural language processing technology are contributing to the growth of the artificial intelligence market in APAC. In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews were also conducted with key people in the market. The break-up of profiles of primary participants is given below. Some of the key players in the artificial intelligence market profiled in this report are: 1. Zephyr Health (U.S.) The report will help the market leaders/new entrants in this market in the following ways: 1.