Source – nextplatform.com Another Hot Chips conference has ended with yet another deep learning architecture to consider. This one is actually quite a bit different in that it relies on analog computation inside flash memory for inference. Mythic, which was founded in 2012 by Dave Fick (also CTO) and a colleague from the Michigan Integrated Circuits Read More
Category: Deep Learning
Deep Learning
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Source – dnaindia.com Artificial intelligence will soon be powering robots that will essentially replace farmers to pick vegetables. Thanks to the global warming, the increasing demand in agriculture, and the lack of ample land for farming, robotics is the solution seem by many to meet the demand of the exploding global population. An American startup, Root Read More
Source – marktechpost.com The level of technological advancement and adoption of Artificial Intelligence in different business industries is incredible. Every firm is striving to integrate machine learning and smart services to enhance and boost production. There is more to business in 2018 than the conventional marketing techniques; apart from e-commerce where most transactions and purchases Read More
Source – albawaba.com NetApp, the data authority for the hybrid cloud, today introduced NetApp® ONTAP® AI proven architecture, powered by NVIDIA DGX supercomputers and NetApp AFF A800 cloud-connected all-flash storage to simplify, accelerate, and scale the data pipeline across edge, core and cloud for deep learning deployments and to help customers achieve real business impact with Read More
Source – edgylabs.com A deep learning system takes textual hints from the context of images to describe them without the need for prior human annotations. Since its humble beginnings at the turn of the millennium, deep learning, as both a scientific discipline and an industry, has come a long way. From smartphone assistants to pattern recognition software, Read More
Source – techxplore.com Researchers from the Universitat Autonoma de Barcelona and Carnegie Mellon University have developed a technique that could allow deep learning algorithms to learn the visual features of images in a self-supervised fashion, without the need for annotations by human researchers. To achieve remarkable results in computer vision tasks, deep learning algorithms need to Read More
Source – psmag.com In Serengeti National Park, there are 225 hidden cameras constantly photographing the creatures that roam this Tanzanian wilderness. To date, these camera traps have captured more than three million images. For a small team of scientists living in the park, it’s a treasure trove. Through Serengeti Snapshot, as the program is called, they’ve studied Read More
Source – analyticsinsight.net Big data, artificial intelligence and machine learning are ruling the tech structure of most industries. We all know how Amazon combines a customer’s historical data and other customers’ data to power recommendations. Likewise, for Google, it’s not difficult to predict our preferences and interests. They make use of big data, analytics and machine Read More
Source – technotification.com JavaScript has a lot of haters out there. It has received a lot of criticism on grounds of its Document Object Model (DOM), its lack of modules, its way of handling methods on objects as many others. Despite all the hate, JavaScript is one of the powerful and flexible programming languages out there. You can do almost Read More
Source – businessworld.in While the term ‘Smart City’ is a commonly used one, the idea which the term refers to is one that lacks a universally accepted definition. A smart city is understood to be a municipality that leverages new technologies and networks to create a core infrastructure that helps coordinate and optimize systems. The concept Read More
Source – venturebeat.com In the early days of machine learning, hiring good statisticians was the key challenge for AI projects. Now, machine learning has evolved from its early focus on statistics to more emphasis on computation. As the process of building algorithms has become simpler and the applications for AI technology have grown, human resources professionals Read More
Source – techworm.net The human mind is beautiful yet complex, but have you ever wondered how your brain gets so astute at navigating and finding shortcuts? This is probably a question not on everyone’s mind but for people who are trying to make the way we live our lives easier and better like the Scientists at Read More
Source – techcrunch.com With Google’s I/O developer conference kicking off later today, Google is setting the scene for what it expects to be one of the big themes of the event: artificial intelligence. Today, the company rebranded the whole of its Google Research division as Google AI, with the old Google Research site now directing to a newly expanded Google AI site. Read More
Source – forbes.com We humans generally like to pride ourselves on our ability to be unpredictable, to do things for no other reason than because we want to. The truth is, we are complicated, but with the emergence of deep learning, we may become more predictable. The theory goes something like this: In the past, people’s behavior was Read More
Source – entrepreneur.com Algorithmic trading using financial models has a rich multi-decade history, and artificial intelligence (AI) is the new emerging trend in the asset management landscape. Traditional trading algorithms were built to exploit specific opportunities, whereas the new generation of algorithms use the power of AI to truly act as independent agents participating in market action, and Read More
Source – forbesindia.com For starters, let’s take stock of the current scenario. Automated trading algorithms powered by Artificial Intelligence (AI) have powered their way into the financial world faster than the market pundits could have ever predicted. AI-driven investment platforms like Wealthfront and Betterment have drawn investors in droves assuring them of safe, reliable returns. Naturally, Read More
Source – cmswire.com Google’s AlphaGo made history in May 2017 when it defeated Ke Jie, the world’s reigning champion of the ancient Chinese game Go. It was the first computer program to defeat a professional human Go player, much less a world champion. Later that year, Google introduced AlphaGo Zero, an even more powerful iteration of AlphaGo. Anyone wanting Read More
Source – forbes.com In the summer of 2011, I was giving a lecture on machine translation at a small college in Kathmandu. That afternoon, one student asked me a question that was so complex and required such fundamental understanding of computer science that it made me realize how some students in the most remote corner of Read More
Source – columbusceo.com Radiologists say that using AI can make their practice better without rendering them obsolete. Artificial intelligence conjures up scenarios of robots building other robots or self-driving vehicles putting truck drivers out of work. But these days, IBM’s Watson computer is just as likely to interpret a CT scan, using AI to revolutionize radiology Read More
Source – phys.org It’s harder than you might think to look at a microscope image of an untreated cell and identify its features. To make cell characteristics visible to the human eye, scientists normally have to use chemicals that can kill the very cells they want to look at. A groundbreaking study shows that computers can Read More
Source – relocatemagazine.com It’s no secret that in most companies HR is under pressure to reduce costs. As the international mobile workforce becomes increasingly more diverse, so do its policies to meet various business needs.As a result, companies with a global mobility agenda are operating in an ever more complex and fragmented environment. But could data Read More
Source – venturebeat.com Data, artificial intelligence, machine learning (ML), and deep learning (DL): These make up the zeitgeist of our current times. We read these words constantly. We also hear they will leave no area or industry untouched. But what about the arts? How have they influenced or aided highly creative areas? Let’s take a look at Read More
Source – techtarget.com It’s important to understand the distinction of machine learning versus other forms of automation analytics. Older-generation network management systems relied on rule-based systems. These systems are relatively easy to build, because they rely on simple rules network experts can use to diagnose network problems. Rule-based systems define an action to take when a rule Read More
Source – indiatimes.com The buzzword right now is artificial intelligence. Within artificial intelligence, the sub-sector that is gaining the most traction is deep learning. You hear it everywhere and the talk is that it will disrupt all major industries. But, what really is Deep Learning? Deep learning is a method of artificial intelligence which is used to help Read More
EASIER, FASTER, HOLOGRAMS In two new studies, researchers at UCLA used artificial neural networks to reconstruct a hologram — not just any hologram, though. Not only is the technique an advancement of holographic technology, but the resulting microscopic images could have fascinating medical applications. In the first study, published in the journal, Light: Science & Applications, researchers used deep learning to create Read More
Source – forbes.com The first wave of cloud computing is attributed to platforms. Google App Engine, Engine Yard, Heroku, Azure delivered Platform as a Service (PaaS) to developers. The next big thing in the cloud was Infrastructure as a Service where customers could provision virtual machines and storage all by themselves. The third wave of cloud Read More
Source – fastcompany.com If the world’s natural resources are increasingly stressed and depleted, the silver lining may be that we’re becoming better equipped at tracking that destruction and potentially doing something about it. Cheap, widespread sensor networks, the internet of things, magnitude-improvements in computing power, open source algorithms–these all allow us to manage oceans and forests Read More
Source – wired.com ARTIFICIAL INTELLIGENCE SYSTEMS are going to crash some of our cars, and sometimes they’re going to recommend longer sentences for black Americans than for whites. We know this because they’ve already gone wrong in these ways. But this doesn’t mean that we should insist—as many, including the European Commission’s General Data Protection Regulation, do—that artificial intelligence should be able to explain Read More
Source – techradar.com “Artificial Intelligence” is currently the hottest buzzword in tech. And with good reason – after decades of research and development, the last few years have seen a number of techniques that have previously been the preserve of science fiction slowly transform into science fact. Already AI techniques are a deep part of our Read More
Source – digitaljournal.com Microsoft, Amazon and Facebook have announced the release of a neural network platform that allows deep learning frameworks to interoperate. It’s designed to make machine learning more accessible by letting developers mix and match different models. First announced back in September as a Microsoft and Facebook project, Amazon Web Services has now got onboard too. Called Open Read More