Since the final episode of hit sitcom Friends first aired in 2004, many fans have clung to the hope of a reunion. Earlier this year, the show's co-creator Marta Kauffman quashed that idea emphatically: "There will never be a Friends reunion movie," she told E! News. Could she be any clearer? But for those still mourning the gang, there is some sort of hope. A team of researchers at the University of Leeds seeks to immortalize popular characters as digital avatars that you might eventually chat with in the way you talk to Siri, Alexa or a similar virtual assistant. As spotted by Prosthetic Knowledge, the team is building a series of algorithms that can recognize and track individual characters and capture their body language, facial expressions and voice.

I don't think 22 year old papers can be used to show what is the current state of the art, and your 2012 paper was... uhh... a weird choice. The problem with your article is that nowadays no-one really uses the sort of shallow and narrow neural nets anymore that you're talking about. In fact, those have been surpassed by SVMs ages ago, as far as the ML community is concerned. Within this community (and in /r/MachineLearning caters to it)), the only neural nets worth considering are deep networks. And 2nd order methods are essentially a non-starter for deep nets.

The first computers cost millions of dollars and were locked inside rooms equipped with special electrical circuits and air conditioning. The only people who could use them had been trained to write programs in that specific computer's language. Today, gesture-based interactions, using multitouch pads and touchscreens, and exploration of virtual 3D spaces allow us to interact with digital devices in ways very similar to how we interact with physical objects. Multitouch pads and touchscreens recognize movements of fingers on a surface, while devices such as the Wii and Kinect recognize movements of arms and legs. Frances Van Scoy says this is bringing us closer to towards'computing at the speed of thought' A professor at West Virginia University believes her research is helping to move us toward what might be called'computing at the speed of thought.' Frances Van Scoy says low-cost open-source projects such as OpenBCI allow people to assemble their own neuroheadsets that capture brain activity noninvasively.

In order to protect the world's iconic marine wildlife including whales, sea turtles and sharks, we first have to understand their biology. However, this is often easier said than done. In this 45-minute interactive lesson, students will be taken around the world to learn about new and exciting ways that marine scientists are uncovering the lives of these elusive creatures. Track humpback whales as they feed in Alaska, and come along for the ride as video cameras are deployed on sea turtles in Western Australia. The lesson uses photos and videos from a variety of active research projects, begins with historical context about human impacts on marine wildlife populations and ends with a discussion of what students can do in their lives to help learn about and protect our oceans.

Amazon.com Inc.'s own video store will no longer have the starring role on the company's Fire TV streaming devices. Software updates coming this year will give movies and TV shows from Netflix, HBO and other competitors equal prominence on the devices' home screens. The approach is similar to one Apple Inc. took when it refreshed its Apple TV device last year. Amazon's Fire TV has offered solid performance at reasonable prices, but its home screen has been cluttered with Amazon products -- whether to rent, to buy or offered at no extra charge through Amazon's 99-a-year Prime program. That's made it tough to find video from competing providers without turning to a voice-search feature that, until recently, excluded Netflix.

"The Silicon Review 50 Smartest Companies of the Year 2016 program identifies the companies transforming the way we work via cutting-edge technology. These companies are leading the seismic shifts that today's company leaders need to be thinking about before it's too late. We selected WorkCompass because of its unique application of artificial intelligence to improve performance appraisal, its revenue growth, customer reviews and domain influence," said Manish Pandey, Editor-in-Chief of The Silicon Review Magazine. "We are honored to be recognized by The Silicon Review Magazine as the one of the 50 Smartest Companies of the Year 2016," said Denis Coleman, Founder and CEO at WorkCompass. "In 2012, I left my job to found WorkCompass. I wanted to transform performance appraisal into an ongoing process about coaching and mentoring staff to achieve their full potential. I'm incredibly proud of what we have achieved so far at WorkCompass".

There are a few moments in the history of artificial intelligence (AI) that are considered major breakthroughs – events that showed the power of machine intelligence in matching or surpassing human performance. Two examples are Deep Blue versus Kasparov in 1997 and Watson versus Jennings in 2008. Most recently, AlphaGo versus Lee Sedol became another major victory, this time driven by a fast developing field known as "deep learning." Deep learning–a machine learning technique based on artificial neural networks–is growing in popularity due to a series of developments in the science and business of data mining. Prior to AlphaGo's victory over the currently best Go player Lee Sedol, computer programs that played Go had only been able to beat average players.

Streaming sticks make it hard to justify buying a set-top box. Unless you want 4K video and CPU-intensive games, a dongle should do. With ample processing power, dual-band Wi-Fi, affordable prices, and grab-and-go portability, you'll see a lot of HDMI streaming sticks stuffing stockings this year. You press the mic button on the remote and speak into the top of it to summon Amazon's popular voice assistant. Add the updated Amazon Fire TV Stick to the list.

Stephen Hawking has warned artificial intelligence could be the greatest disaster in human history if it is not properly managed. The world famous physicist said AI could bring about serious peril in the creation of powerful autonomous weapons and novel ways for those in power to oppress and control the masses. Hawking suggested AI could be the last event in the history of our civilisation if humanity did not learn to cope with the risks it posed. But the cosmologist and professor also said AI could have great benefits and potentially erase poverty and disease. Actress Gemma Arterton attends'Their Finest' Mayor's Centrepiece Gala screening during the 60th BFI London Film Festival at Odeon Leicester Square Actress Nicole Kidman attends the'Lion' American Express Gala screening during the 60th BFI London Film Festival at Odeon Leicester Square A woman holds up a Prince symbol during the Prince Official Tribute concert at Xcel Energy Center in St. Paul, Minnesota Chaka Khan perform during the'Official Prince Tribute-A Celebration of Life and Music' concert at Xcel Energy Center in St Paul, Minnesota Jessie J performs during the'Official Prince Tribute-A Celebration of Life and Music,' concert Nicole Scherzinger, former lead singer for the Pussycat Dolls, performs during a tribute to late musician Prince, at the Xcel Energy Center in St. Paul, Minnesota U.S. Democratic presidential nominee Hillary Clinton sits with Ellen DeGeneres of the Ellen Show in Burbank, Los Angeles, California Writer/film subject Jonas Mekas takes part in a Q&A following the'I Had Nowhere To Go' screening Writer/film subject Jonas Mekas and film critic Amy Taubin take part in a Q&A following the'I Had Nowhere To Go' screening during the 54th New York Film Festival at The Film Society of Lincoln Center Gina Miller arriving at the High Court in London, where she is leading a legal challenge over Theresa May's right to trigger article 50 without a vote in Parliament Director Paolo Sorrentino and Jude Law walk the red carpet at'The Young Pope' premiere at The Space Cinema Actress Michelle Williams attends the'Manchester By The Sea' International Premiere screening during the 60th BFI London Film Festival at Odeon Leicester Square Ellie Goulding joins'Nike Training Club' at Nike Sydney in Sydney, Australia Bono and Larry Mullen Jr. of U2 perform during the UCSF Benioff Children's Hospital benefit concert at the Cow Palace in San Francisco, California "We spend a great deal of time studying history, which, let's face it, is mostly the history of stupidity. So it's a welcome change that people are studying instead the future of intelligence," Hawking said at the opening of the Leverhulme Centre for the Future of Intelligence (LCFI) at Cambridge University on Wednesday.

PicScout, a wholly owned subsidiary of Getty Images, has today announced a new strategic direction and expanded product offering focused on visual insights. Using innovative methods of artificial intelligence and machine learning Insights for Business and Insights for Everyone provide detailed intelligence taken from visual content for customers ranging from consumers through developers, to businesses of all sizes. Drawing on years of experience in intelligent data gathering and image analysis, PicScout has released this expanded product line as part of a new strategic direction focused on visual analytics. Acquired by Getty Images in 2011, PicScout originally focused on identifying image use, metadata and licensing information on the web. "Driven by the increasing use of smartphones, people today are more visually literate than ever. In our image-saturated world, the demand for authentic quality imagery that tells a story and cuts through the clutter is greater than ever," said Uri Lavi, General Manager PicScout.