Source: analyticsinsight.net Artificial Intelligence (AI) made leapfrogs of development and saw broader adoption across industry verticals when it introduced machine learning (ML). ML helps in learning the behavior of an entity using patterns detection and interpretation methods. However, despite its unlimited potential, the conundrum lies in how machine learning algorithms arrive at a decision in the first place. Read More
Category: Deep Learning
Deep Learning
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Source: discovermagazine.com Deep in the bowels of the Smithsonian National Museum of American History in Washington, D.C., sits a large metal cabinet the size of a walk-in wardrobe. The cabinet houses a remarkable computer — the front is covered in dials, switches and gauges, and inside, it is filled with potentiometers controlled by small electric Read More
Source: healthitanalytics.com A deep learning tool could improve genomic sequencing processes, identifying disease-causing mechanisms that might otherwise be missed by traditional screening methods, according to a study published in Nature Machine Intelligence. Researchers from Children’s Hospital of Philadelphia (CHOP) and New Jersey Institute of Technology (NJIT) developed the tool, which can help predict sites of DNA methylation – Read More
Source: insights.dice.com If you’re interested in artificial intelligence (A.I.) and deep learning, OpenAI has a new “class” of scholarships opening up for Fall 2020. The organization is specifically asking engineers and scientists from underrepresented groups to apply. “Diversity is key to AI having a positive effect on the world—it’s necessary to ensure the advanced AI systems of the Read More
Source: roboticsbusinessreview.com The Mid-twentieth century sociologist David Reisman was perhaps the first to wonder with unease what people would do with all of their free time once the encroaching machine automation of the 1960s liberated humans from their menial chores and decision-making. His prosperous, if anxious, vision of the future only half came to pass Read More
Source: techxplore.com Over the past decade, researchers have developed a growing number of deep neural networks that can be trained to complete a variety of tasks, including recognizing people or objects in images. While many of these computational techniques have achieved remarkable results, they can sometimes be fooled into misclassifying data. An adversarial attack is Read More
Source: thenextweb.com Two things often mentioned with deep learning are “data” and “compute resources.” You need a lot of both when developing, training, and testing deep learning models. When developers don’t have a lot of training samples or access to very powerful servers, they use transfer learning to finetune a pre-trained deep learning model for a new task. Read More
Source: aithority.com Luminoso, the company that automatically turns unstructured text data into business-critical insights, unveiled its new deep learning model for analyzing sentiment of multiple concepts within the same text-based document. “While sentiment analysis has been prevalent for well over a decade, the most common form of sentiment analysis today involves evaluating whether a document’s sentiment is Read More
Source: newswise.com Newswise — Researchers at the University of Chicago Medicine Comprehensive Cancer Center, working with colleagues in Europe, created a deep learning algorithm that can infer molecular alterations directly from routine histology images across multiple common tumor types. The study, published July 27 in Nature Cancer, highlights the potential of artificial intelligence to help clinicians Read More
Source: singularityhub.com When Deep Blue defeated world chess champion Garry Kasparov in 1997, it may have seemed artificial intelligence had finally arrived. A computer had just taken down one of the top chess players of all time. But it wasn’t to be. Though Deep Blue was meticulously programmed top-to-bottom to play chess, the approach was too labor-intensive, Read More
Source: discovermagazine.com Deep in the bowels of the Smithsonian National Museum of American History in Washington DC sits a large metal cabinet the size of a walk-in wardrobe. The cabinet houses a remarkable computer – the front is covered in dials, switches and gauges and inside it is filled with potentiometers controlled by small electric Read More
Source: itnews.iu.edu From decoding genomes to analyzing the contents of thousands of images and videos, artificial intelligence (AI) is redefining research. At Indiana University (IU), the Deep Learning (DL) Resource on Carbonate provides processing power and specialized support for over 100 projects across a wide range of fields that engage the potential of AI. Starting Read More
Source: the-hookup.gadgethacks.com In the coming years, artificial intelligence (AI) will revolutionize every facet of technology and business. AI researchers are in high demand. Salaries in this field are regularly in the hundreds of thousands of dollars. AI is already disrupting and transforming numerous industries, including transportation, manufacturing, health care, education, media, and customer service. Businesses in practically every Read More
Source: aithority.com World Wide Technology (WWT) announced that it has been selected by the NVIDIA Partner Network (NPN) as the 2019 Deep Learning AI Partner of the Year for the Americas. This is the third year that WWT has been honored in this category. The NPN selected WWT for its ongoing AI research and development program. To help customers Read More
Source: wired.com EARLY LAST YEAR, a large European supermarket chain deployed artificial intelligence to predict what customers would buy each day at different stores, to help keep shelves stocked while reducing costly spoilage of goods. The company already used purchasing data and a simple statistical method to predict sales. With deep learning, a technique that has helped produce spectacular Read More
Source: tvtechnology.com AI: WHAT’S WHAT? No other topic has dominated industry conversation in recent years like AI. But what exactly does it mean when we speak of AI? Artificial intelligence is the generic term for a machine simulation of human cognitive abilities. Machine Learning, in turn, describes a series of mathematical methods that can identify certain Read More
Source: analyticsinsight.net When you pick up a magazine, scroll through the tech blogs, or simply chat with your peers about technology, you’ll quickly notice that almost everything related to the technology world seems to have some element of artificial intelligence or machine learning to it. Computer power is developing, calculations and Artificial Intelligence (AI) models Read More
Source: rtinsights.com New research from the Lawrence Livermore National Laboratory (LLNL) demonstrated deep learning surrogate models performing as well, and sometimes better, than more expensive simulators. The researchers tested the surrogate model on complicated inertial confinement fusion problems and found it could accurately emulate scientific processes, while also reducing compute time from half an hour to a Read More
Source: bestgamingpro.com Deep learning opens a brand new stage of capabilities inside the synthetic intelligence realm, however its use has been restricted to knowledge scientists. These days, lastly, it could be ripe for “democratization,” that means it’s poised to turn out to be an accessible set of applied sciences accessible to all who want it — Read More
Source: biometricupdate.com Hikvision has enhanced its DeepinView camera line by adding AI-powered deep learning algorithms to improve performance and deliver competitive pricing, the company announced. The Dedicated Subseries are an example of AI chipset performance and how the technology can be used in security. Hikvision says its algorithms can be switched to have as many as Read More
Source: aithority.com Hikvision, an IoT solution provider with video as its core competency, announced a brand-new addition to its DeepinView camera line: the Dedicated Subseries. This unprecedented new addition loads a batch of AI-powered deep learning algorithms into each unit, boasting stunning performance and cost-effective pricing. Over the last few years, artificial intelligence (AI) has been applied in many ways in Read More
Source: newsdeskindia.com For those unaware, Artificial Intelligence alludes the re-enactment of human insight into machine so as to enable them to think like members of the human race. Thus, attributes like problem solving, learning and critical thinking are carried on by machines. Artificial intelligence brings along a colossal potential to the table which is ultimately Read More
Source: aithority.com Baidu, Inc. recently announced that it will increase its investments in cloud computing, AI education, AI platforms, chipsets, and data centers in the coming ten years as part of its efforts to construct “new infrastructure” for the smart economy of the future. Under the plan, Baidu aims to have 5 million intelligent cloud servers by Read More
Source: Machine learning had a rich history long before deep learning reached fever pitch. Researchers and vendors were using machine learning algorithms to develop a variety of models for improving statistics, recognizing speech, predicting risk and other applications. While many of the machine learning algorithms developed over the decades are still in use today, deep learning — Read More
Source: analyticsinsight.net Machine learning-based personalization has gained traction over the years due to volume in the amount of data across sources and the velocity at which consumers and organizations generate new data. Traditional ways of personalization focused on deriving business rules using techniques like segmentation, which often did not address a customer uniquely. Recent progress Read More
Source: eurekalert.org WOODS HOLE, Mass. – A picture is worth a thousand words -but only when it’s clear what it depicts. And therein lies the rub in making images or videos of microscopic life. While modern microscopes can generate huge amounts of image data from living tissues or cells within a few seconds, extracting meaningful Read More
Source: techxplore.com Surrogate models supported by neural networks can perform as well, and in some ways better, than computationally expensive simulators and could lead to new insights in complicated physics problems such as inertial confinement fusion (ICF), Lawrence Livermore National Laboratory (LLNL) scientists reported. In a paper published by the Proceedings of the National Academy of Read More
Source: intelligenttransport.com Autonomous vehicle software company Oxbotica has developed and deployed deepfake technology to help expose its autonomous vehicles to near-infinite variations of the same situation – without the need for genuine real-world testing of a location. Deepfaking uses deep learning artificial intelligence (AI) to generate fake photo-realistic images. Seeing beyond its potential to create Read More
Source: facilityexecutive.com The shift towards higher rates of data digitization and technology utilization has been occurring in recent years, and as the world has grappled with the novel coronavirus pandemic the need is more acute than ever. Across the spectrum, industries are adopting creative ways to solve real problems using new technologies. Construction industry market Read More
Source: analyticsinsight.net The idea of creating intelligent systems has always fascinated data science professionals. The advent of computers and technology uplifts the notion that an algorithm that can learn from itself and adapt to changing model inputs. The art of self-learning algorithms helping data science with valuable information is an uncharted territory that AI-powered neural networks would like Read More