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deep sleep maintains the learning efficiency of the brain




for the first time, researchers of the university of zurich and swiss federal institute of technology in zurich have demonstrated the causal context of why deep sleep is important to the learning efficiency of the human brain. they have developed a new, non-invasive method for modulating deep sleep ...



deep learning sdk from intel: optimized tensorflow




here’s an idea: let’s make computers trainable instead of programmable.  ultimately, that’s what “machine learning” is all about. and “deep learning” is the technique for machine learning that is taking the world by storm.image classification is a cool example of what a program using ...



deep learning first: drive.ai's path to autonomous driving




last month, ieee spectrum went out to california to take a ride in one of drive.ai's autonomous cars, and to find out how they're using deep learning to master autonomous driving.it's only been about a year since drive.ai went public, but already, the company has a fleet of four vehicles navigating ...



workout your brain by learning a new word every day, you will get smarter




have you ever had the feeling of speechless because you are running out of words to speak your mind? or have you ever read a word that you are familiar with but suddenly cannot recognize its meaning? sometimes there also might be the case that you have a word in mind but you forget how to spell it r...



workout your brain by learning a new word every day, you will get smarter




have you ever had the feeling of speechless because you are running out of words to speak your mind? or have you ever read a word that you are familiar with but suddenly cannot recognize its meaning? sometimes there also might be the case that you have a word in mind but you forget how to spell it r...



workout your brain by learning a new word every day, you will get smarter




have you ever had the feeling of speechless because you are running out of words to speak your mind? or have you ever read a word that you are familiar with but suddenly cannot recognize its meaning? sometimes there also might be the case that you have a word in mind but you forget how to spell it r...



chatter in the deep brain spurs empathy in rats




durham, nc -- it's a classic conundrum: while rushing to get to an important meeting or appointment on time, you spot a stranger in distress. how do you decide whether to stop and help, or continue on your way?a new study by neuroscientists at duke and stanford university sheds light on how the brai...



easier, faster: the next steps for deep learning




if there is one subset of machine learning that spurs the most excitement, that seems most like the intelligence in artificial intelligence, it’s deep learning. deep learning frameworks—aka deep neural networks—power complex pattern-recognition systems that provide everything from automated la...



ibm is teaching ai to behave more like the human brain




mimicking our gray matter isn't just a clever means of building better ais, faster. it's absolutely necessary for their continued development. deep learning neural networks -- the likes of which power alphago as well as the current generation of image recognition and language translation systems -- ...



new system allows optical 'deep learning'




researchers have developed a new approach to deep-learning computer systems that uses light instead of electricity.



learning with light: new system allows optical 'deep learning'




cambridge, mass. -- "deep learning" computer systems, based on artificial neural networks that mimic the way the brain learns from an accumulation of examples, have become a hot topic in computer science. in addition to enabling technologies such as face- and voice-recognition software, these system...



scientists made an ai that can read minds




by reverse-engineering signals sent by the brain, researchers at carnegie mellon university have been working on an ai that can read complex thoughts simply by looking at brain scans. using data collected from a functional magnetic resonance imaging (fmri) machine, the cmu scientists feed that data ...



new system allows optical 'deep learning'




credit: massachusetts institute of technology"deep learning" computer systems, based on artificial neural networks that mimic the way the brain learns from an accumulation of examples, have become a hot topic in computer science. in addition to enabling technologies such as face- and voice-recogniti...



google can turn an ordinary pc into a deep learning machine




it's also very flexible: there's a standard, modular interface that lets you use virtually any training model, data set or parameters. you don't need to replace everything just to change one component. and since it's open source, you could easily see the community share its own models to help you ge...



how drive.ai is mastering autonomous driving with deep learning




among all of the self-driving startups working towards level 4 autonomy (a self-driving system that doesn’t require human intervention in most scenarios), mountain view, calif.-based drive.ai’s scalable deep learning approach and aggressive pace make it unique. drive sees deep learning as the o...



ibm speeds deep learning by using multiple servers




for everyone frustrated by how long it takes to train deep learning models, ibm has some good news: it has unveiled a way to automatically split deep-learning training jobs across multiple physical servers -- not just individual gpus, but whole systems with their own separate sets of gpus.now the ba...



how to digitize a rat brain




2. the mechanics of the mindwhile ai designers are creating powerful machines that can beat humans at many complex cognitive endeavors, they’re still envious of the human brain’s facility with certain seemingly simple tasks: such as recognizing a face after seeing it only once or when it’s pa...



robot uses deep learning and big data to write and play its own music




a marimba-playing robot with four arms and eight sticks is writing and playing its own compositions in a lab at the georgia institute of technology. the pieces are generated using artificial intelligence and deep learning.



ai detects autism in infants (again)




back in february, we brought you news of a deep-learning algorithm able to predict autism in two-year-olds based on structural brain changes beginning at six months of age. now, the same group at the university of north carolina has again applied machine learning to the goal of predicting autism, w...



plastic synapses offer hardware alternative to neural networks




enlargemooganicshare this storyneural networks were all the rage for a while, but progress eventually slowed and interest cooled. then, as computing power increased, the field experienced a renaissance, and deep learning was the new big thing.throughout this ebb and flow of interest, there has been ...



introducing the einstein vision add-on for image recognition




the most innovative apps augment our human senses, intuition, and logic with machine learning. deep learning, modelled after the neural networks of the human brain, continues to grow as one of the most powerful types of machine learning. when applied to images, deep learning enables powerful compute...



introducing the einstein vision add-on for image recognition




the most innovative apps augment our human senses, intuition, and logic with machine learning. deep learning, modelled after the neural networks of the human brain, continues to grow as one of the most powerful types of machine learning. when applied to images, deep learning enables powerful compute...



introducing the einstein vision add-on for image recognition




the most innovative apps augment our human senses, intuition, and logic with machine learning. deep learning, modelled after the neural networks of the human brain, continues to grow as one of the most powerful types of machine learning. when applied to images, deep learning enables powerful compute...



introducing the einstein vision add-on for image recognition




the most innovative apps augment our human senses, intuition, and logic with machine learning. deep learning, modelled after the neural networks of the human brain, continues to grow as one of the most powerful types of machine learning. when applied to images, deep learning enables powerful compute...



precise technique tracks dopamine in the brain




cambridge, ma -- mit researchers have devised a way to measure dopamine in the brain much more precisely than previously possible, which should allow scientists to gain insight into dopamine's roles in learning, memory, and emotion.dopamine is one of the many neurotransmitters that neurons in the br...