#Google, Intel and Tata partner on rural internet initiative for women A digitally connected India will bring remendous powerin the hands of citizens by connecting them to the rest of the world,
#BRETT The Robot Learns To do New Things Just Like A Kid Does UC Berkeley researchers have come up with new algorithms to help robots learn like humans do through trial and error.
used this deep learning algorithm to complete a number of tasks, including putting a clothes hanger on a rack,
deep learning algorithms create eural nets in which layers of artificial neurons process raw sensory data like sound waves
The algorithm helps to control BRETT learning by including a reward function that provides the robot with a score based on how well it doing,
and hands via a camera and the algorithm scores its movements with real-time feedback to teach the robot which movements are better for the task at hand.
Thanks to the Harvard team algorithms, the TERMES robots use a sort of stigmergy, too, allowing very large groups of robots to act as a colony.
"The output of Churchill (Genomenext has licensed its algorithm) was validated using National Institute of Standards and Technology (NIST) benchmarks.
PRI is a patient condition score that uses an algorithm composed of vital signs lab tests and nurse assessments (skin issues,
#IARPA Seeks Partners in Brain-Inspired AI Initiative US intelligence officials have set in motion a five-year project to spark progress in machine learning by reverse-engineering the algorithms of the human brain.
Although there has been much progress in modeling machine learning algorithms after neural processes, the brain remains far better-suited for a host of detection and recognition tasks.
today state of the art algorithms are brittle and do not generalize well, the proposal authors contend. n contrast,
This performance gap between software and wetware persists despite some correspondence between the architecture of the leading machine learning algorithms and their biological counterparts in the brain,
and learning rules employed by the brain to create ever more capable neurally-derived machine learning algorithms,
and machine learning algorithms to extract the most likely word sequence. Currently, Brain-to-Text is based on audible speech.
and analyzes them using a machine-learning algorithm. The diagnostic results can be sent back to the phone within one minute.
D-Wave quantum computer runs a quantum annealing algorithm to find the lowest points, corresponding to optimal or near optimal solutions, in a virtual nergy landscape.
and algorithms then analyze the sample for total sperm count and motility, or how fast sperm can swim.
(2) cloud server using Sony analysis algorithm,(3) Skin Analyzer application software, which runs on a dedicated tablet computer and (4) Skin Viewer smartphone application.
an algorithm that Sony developed in 2012. The state of skin is analyzed by applying LED LIGHTS with different wavelengths (such as visible light
Thanks to a new algorithm for designing the splitter Menon team has shrunk it to 2. 4 by 2. 4 microns,
This development represents a meeting of the best in the science behind the physical and the theoretical in quantum computing--the latest in qubit stabilization and advances in the algorithms behind the logic of quantum computing."
Thanks to a new algorithm for designing the splitter, Menon's team has shrunk it to 2. 4 by 2. 4 microns,
Thanks to a new algorithm for designing the splitter, Menon's team has shrunk it to 2. 4 by 2. 4 microns,
but the algorithms that handle sound and image processing are inspired by biology, says Professor yvind Brandtsegg at NTNU.
The team uses a hybrid code employing both molecular dynamics (MD) and Monte carlo (MC) algorithms.
the MC algorithm uses a pre-computed database to update and track the electronic configuration of every particle interacting with an x-ray pulse.
The new algorithm, published in Nature Methods("Efficient set tests for the genetic analysis of correlated traits),
The researchers tested their algorithm on data from two studies from public repositories, and compared the results with existing state-of-the-art tools.
"Our algorithm can be used to study up to half a million individuals-that hasn't been possible until now.""
The new algorithm provides much-needed methods for genomics, making large-scale, complex analysis a manageable and practical endeavour."
Graph-theoretic algorithms and optimization techniques are used then to calculate the DNA sequences needed to produce the structure.
Lobo and Levin developed an algorithm that would use evolutionary computation to produce regulatory networks able to volveto accurately predict the results of published laboratory experiments that the researchers entered into a database. ur goal was to identify a regulatory network that could be executed in every cell
Tufts biologists devloped an algorithm that used evolutionary computation to produce regulatory networks able to volveto accurately predict the results of published research on planarian regeneration.
The algorithm compared the resulting shape from the simulation with real published data in the database.
First Regenerative Model Discovered by Artificial intelligence The researchers ultimately applied the algorithm to a combined experimental dataset of 16 key planarian regeneration experiments to determine
After 42 hours, the algorithm returned the discovered regulatory network, which correctly predicted all 16 experiments in the dataset.
the team devised a computer algorithm to process OCT data and, nearly instantaneously, generate a color-coded map with cancer in red and healthy tissue in green. e envision that the OCT would be aimed at the area being operated on,
with miniaturised electronics that can use algorithms to recognise touches or swipes, ATAP says. The data can be sent wirelessly to smartphones or other devices,
#Researchers develop new Algorithm to empower Robots to Learn like Humans New algorithms enable robots to learn motor tasks through trial and error, like humans.
The algorithm gives rise to a new branch of artificial intelligence, known as deep learning. The researchers chose Berkeley Robot for the Elimination of Tedious Tasks (BRETT) to take up a challenge of dealing with a relatively promising form of artificial intelligence called deep structured learning.
when the algorithm is used in the robot. Also, it provides the capacity to work outside controlled environments like medical centers
an associate professor in the campus electrical engineering and computer sciences department, developed the new algorithm. Abbeel said the best thing about the technique is that it rids the need of reprogramming
Use of the algorithm is seen currently in voice recognition software, such as the iphone's Siri
#New Algorithm enables Robot to Learn through Trial and error UC Berkeley's BRETT (Berkeley Robot for the Elimination of Tedious Tasks) is capable of learning through trial and error, like humans.
New algorithms developed by researchers empower the robot to master tasks through trial and error, ridding the need of pre-programming.
New algorithms developed by researchers from UC Berkeley brought this trial and error process to robots. UC Berkeley said in a press release that the technology is a giant leap in the field of artificial intelligence.
After identifying brain cancer's OCT signature, researchers at Johns hopkins university have developed a computer algorithm that rapidly generates a color-coded map that shows cancer in red and healthy tissue in green."
with algorithms and sensors that automatically adjust the angle of the foot during different points in its wearer's stride.
The algorithm will improve over time, Amazon told technology site Cnet. Its first effects may not be visible for some time as the work only began on Friday.
algorithms that take into account nearby faults and other factors to broadcast a warning of affected areas, estimated intensities and apparent epicenter.
The sensors use a patented algorithm to filter the signals it picks up into two heartbeat recordings.
using algorithms that make the arm easier to use.""A good example is had we actually an amputee use the wireless brainwave headset to control a hand,
Lobo and Levin developed an algorithm that would use evolutionary computation to produce regulatory networks able to"evolve"to accurately predict the results of published laboratory experiments that the researchers entered into a database."
The algorithm compared the resulting shape from the simulation with real published data in the database.
First Regenerative Model Discovered by Artificial intelligence The researchers ultimately applied the algorithm to a combined experimental dataset of 16 key planarian regeneration experiments to determine
After 42 hours, the algorithm returned the discovered regulatory network, which correctly predicted all 16 experiments in the dataset.
by developing an inverse design algorithm that tells them exactly how to build the silicon structures they need to perform a desired task.
Theye already used the algorithm to design a working optical circuit, and have made several copies in their lab. Reporting in Nature Photonics,
who worked on the algorithm.""The fact that we could build devices this robust on our equipment tells us that this technology will be easy to mass-produce at state-of-the-art facilities."
By designing very precise segments of silicon and pairing them together-according to the instructions of the algorithm-the team are able to create switches or conduits that control the flow of photons,
By creating an algorithm that automates the development of these complex Swiss cheese silicon structures, the team has essentially"set the stage for the next generation of even faster
The algorithm could also be used to find design solutions to many other communication problems-all a researcher needs to do is plug in their desired result,
and the algorithm will come up with a plan. We're pretty excited to see what they do with it next h
By developing cloud databases and algorithms to store all of this data, the researchers behind Project Premonition hope to build a robust system capable of spotting dangers to humans and wildlife alike in the future u
which involves converting data into a set of algorithms that a computer can make sense of.
Using an algorithm, they worked out how the words are clustered, and they then looked up the different definitions of each word in a dictionary.
In a paper appearing in a forthcoming issue of the International Journal of Robotics Research the MIT researchers show that a system using an off-the-shelf algorithm to aggregate different perspectives can recognize four times as many objects as one that uses a single
They then present a new algorithm that is just as accurate but that in some cases is 10 times as fast making it much more practical for real-time deployment with household robots.
The first algorithm they tried was developed for tracking systems such as radar which must also determine
For each pair of successive images the algorithm generates multiple hypotheses about which objects in one correspond to which objects in the other.
To keep the calculation manageable the algorithm discards all but its top hypotheses at each step.
In hopes of arriving at a more efficient algorithm the MIT researchers adopted a different approach.
Their algorithm doesn't discard any of the hypotheses it generates across successive images but it doesn't attempt to canvass them all either.
Suppose that the algorithm has identified three objects from one perspective and four from another. The most mathematically precise way to compare hypotheses would be to consider every possible set of matches between the two groups of objects:
Instead the researchers'algorithm considers each object in the first group separately and evaluates its likelihood of mapping onto an object in the second group.
The algorithm could conclude that the most likely match for object 3 in the second group is object 3 in the first
So the researchers'algorithm also looks for such double mappings and reevaluates them. That takes extra time
In this case the algorithm would perform 32 comparisons--more than 20 but significantly less than 304 4
and algorithm programming. I don't think there are many places in the world where one finds the level of interdisciplinary cooperation that exists in our Center for Neuroprosthetics."
#New algorithm will allow better heart surgery experts say A new technique to help surgeons find the exact location of heart defects could save lives,
Now the team at Manchester have come up with a new algorithm which will enable medics to exactly find the area of concern before any surgery takes place.
the algorithm will detect the origin of the heart defect, cutting the amount of time in surgery for some patients.
Professor Henggui Zhang describes how the new algorithm had a success rate of 94%.%Using 3d computer modelling of the human heart,
Using this new algorithm ECG map can help diagnose the location of cardiac disorder in a way which is better for the patients and more cost effective for health services
With algorithms that use a common data structure called a priority queue that's been true for up to about eight cores
In simulations algorithms using their data structure continued to demonstrate performance improvement with the addition of new cores up to a total of 80 cores.
Priority queues are central to the standard algorithms for finding the shortest path across a network
But the MIT researchers'algorithm starts farther down the hierarchy; how far down depends on how many cores are trying to access the root list.
When the researchers treated live bacteria with the new drug two of the genetic changes actually arose just as their algorithm predicted.
and Amy Anderson at the University of Connecticut used a protein design algorithm they developed called OSPREY to identify DNA sequence changes in the bacteria that would enable the resulting protein to block the drug from binding
The researchers are now using their algorithm to predict resistance mutations to other drugs designed to combat pathogens like E coli and Enterococcus.
Predicting the zeolites'performance required serious computing power efficient computer algorithms and accurate descriptions of the molecular interactions.
Lobo and Levin developed an algorithm that would use evolutionary computation to produce regulatory networks able to"evolve"to accurately predict the results of published laboratory experiments that the researchers entered into a database."
Tufts biologists devloped an algorithm that used evolutionary computation to produce regulatory networks able to"evolve"to accurately predict the results of published research on planarian regeneration.
The algorithm compared the resulting shape from the simulation with real published data in the database.
Arraythe researchers ultimately applied the algorithm to a combined experimental dataset of 16 key planarian regeneration experiments to determine
After 42 hours, the algorithm returned the discovered regulatory network, which correctly predicted all 16 experiments in the dataset.
The software uses a machine-learning algorithm--the sort computers connected to security cameras might use for automated facial recognition.
#Ultrasound, algorithms to diagnose bacterial meningitis in babies Three researchers from Spain and one from UK, Javier Jiménez, Carlos Castro, Berta Martí and Ian Butterworth,
-which already has a prototype-was to"facilitate the diagnosis of bacterial meningitis using imaging technologies and algorithms."
The image obtained is analysed then by image-processing algorithms to determine the presence of cells indicating infection
The Vasquez team designed their algorithm to take a string of letters corresponding to the DNA bases A-t-C-G
replacing MPI point-to-point communication with MPI collectives in key algorithms, and leveraging MPI I/O. Altogether, these enhancements allowed the code to perform twice as fast as before."
Using specially developed image analysis algorithms, they could evaluate images taken with a scanning electron microscope and predict the electrical conductivity of the electrodes from them."
The company's proprietary algorithm, aka"Foveated Rendering,"measures depth of field focus by calculating the parallax between the wearer's eyes."
then devised mathematical algorithms to crack the code governing the process and built computer-based models of the coding system.
Considering meteorological data the software for the new ship type uses a navigation algorithm to calculate a route with the optimum angle to the wind for maximum effect of the design. ith our weather routing module the best route can be calculated
Thanks to a new algorithm for designing the splitter Menon team has shrunk it to 2. 4 by 2. 4 microns,
New technique, called eep learning is a system of algorithms that enable robots to learn motor tasks through trial and error.
The algorithm controlling BRETT learning included a reward function that provided a score based upon how well the robot was doing with the task.
the team devised a computer algorithm to process OCT data and, nearly instantaneously, generate a color-coded map with cancer in red and healthy tissue in green. e envision that the OCT would be aimed at the area being operated on,
so less sharing of the wireless network. e developed a modulation algorithm that increases the throughput of data in visible light communications,
The algorithms allow the robot to build its knowledge slowly over time like humans do,
the robot was rewarded"with points allocated by the algorithm.""We still have a long way to go before our robots can learn to clean a house
Arranging these artificial chromatophores in a linear array, the team devised mathematical algorithms to control how the cells react to changes in state of neighbouring cells,
and devise new algorithms to simulate patterns in two-dimensional chromophore arrays o
#Zero emissions liquid air engine begins tests 26 june 2015uk liquid-nitrogen engine pioneer Dearman has begun full testing of its zero emission engine technology at its new liquid air R&d facility.
The study, published in the journal Nature, describes the new algorithms that underpin the advance,
"We use that data and put it in our algorithm and scoring systems to try to gauge respiratory distress."
The system uses algorithms that predict when parked cars will leave, which the company said is about 80 percent accurate.
Nvidia senior manager for CUDA Libraries and Algorithms Jonathan Cohen, said, ecause this is a neural network,
#Google's Algorithm Masters Video games Google has stated that they have developed the first computer program capable of learning a wide variety of tasks independently, in
such as Space Invaders, Pong and Breakout, the algorithm significantly outperformed humans, while on others it fared far worse.
because the algorithm has no real memory. It is, therefore, unable to commit to long-term strategies that require planning.
The spoon uses a number of algorithms and helps in steadying the tremors so that the patients can eat without spilling the food.
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