Lifeboat Foundation

(Phys.org)—When you hear a sound, only some of the neurons in the auditory cortex of your brain are activated. This is because every auditory neuron is tuned to a certain range of sound, so that each neuron is more sensitive to particular types and levels of sound than others. In a new study, researchers have designed a neuromorphic (“brain-inspired”) computing system that mimics this neural selectivity by using artificial level-tuned neurons that preferentially respond to specific types of stimuli.

In the future, level-tuned neurons may help enable neuromorphic computing systems to perform tasks that traditional computers cannot, such as learning from their environment, pattern recognition, and knowledge extraction from big data sources.

The researchers, Angeliki Pantazi et al., at IBM Research-Zurich and École Polytechnique Fédérale de Lausanne, both in Switzerland, have published a paper on the new neuromorphic architecture in a recent issue of Nanotechnology.

Continue reading “Neuromorphic computing mimics important brain feature” »

https://youtube.com/watch?v=hbqDknMc_Bo

Will artificial intelligence solve doctor shortages? Will it be able to replace the art of making a correct diagnosis? Not anytime soon.

There’s a new equation floating around the world of physics these days that would make Einstein proud.

It’s pretty easy to remember: ER=EPR.

You might suspect that to make this equation work, P must be equal to 1. But the symbols in this equation stand not for numbers, but for names. E, you probably guessed, stands for Einstein. R and P are initials — for collaborators on two of Einstein’s most intriguing papers. Combined in this equation, these letters express a possible path to reconciling Einstein’s general relativity with quantum mechanics.

Continue reading “A new ‘Einstein’ equation suggests wormholes hold key to quantum gravity” »

From time to time, the Singularity Hub editorial team unearths a gem from the archives and wants to share it all over again. It’s usually a piece that was popular back then and we think is still relevant now. This is one of those articles. It was originally published August 10, 2010. We hope you enjoy it!

You don’t have a flying car, jetpack, or ray gun, but this is still the future. How do I know? Because we’re all surrounded by artificial intelligence. I love when friends ask me when we’ll develop smart computers…because they’re usually holding one in their hands. Your phone calls are routed with artificial intelligence.

Every time you use a search engine you’re taking advantage of data collected by ‘smart’ algorithms. When you call the bank and talk to an automated voice you are probably talking to an AI…just a very annoying one. Our world is full of these limited AI programs which we classify as “weak” or “narrow” or “applied.”

Continue reading “How Today’s Jungle of Artificial Intelligence Will Spawn Sentience” »

Classic tv will never be the same.

Remember that amazing automatic colorizing algorithm we told you about back in March? It was just put to an interesting test. As a fun “what if?” hobbyist Amir Avni tried the neural network-powered colorizer on a B&W video.

Continue reading “Automatic Colorizing Bot Tries to Colorize a Black and White Video” »

A day in the life of an NSA Hacker.

In what Edward Snowden deems “not unprecedented,” hackers calling themselves the Shadow Brokers have collected NSA-created malware from a staging server run by the Equation Group, an internal hacking team. The Shadow Brokers published two chunks of data, one “open” chunk and another encrypted file containing the “best files” that they will sell for at least $1 million. Wikileaks has said they already own the “auction” files and will publish them in “due course.”

They’ve also released images of the file tree containing a script kiddie-like trove of exploits ostensibly created and used by the NSA as well as a page calling out cyber warriors and “Wealthy Elites.” The page also contains links to the two files, both encrypted. You can grab them using BitTorrent here.

Continue reading “Everything you need to know about the NSA hack (but were afraid to Google)” »

We consider a solution of the Einstein equations for a system comprised of merging black holes and show that the solution contains a term which represents a repulsive force. This repulsive term is proportional to 1/r, where r is the distance from the system, and it is additional to the common Newtonian term which is proportional to 1/r². This repulsive force acts as an effective dark energy if the total mass of the Universe is decreased.

As seen below, a shape of the gravitational potential is often illustrated by a funnel made of rubber film where a heavy ball (blue) is located in the center. In this model, a fast decrease of the gravitational mass corresponds with a sharp ascent of the ball. The film attached to the ball forms a cone-type hill in the center of the funnel. Light balls (green) on the central cone run away from the center. The central cone expands fast but keeps it exterior slope; this corresponds to long-term repulsive force.

A mechanism of the repulsive force may be applied to a model of the expanding Universe. This may imply that the Big Bang and accelerated expansion of the Universe is not related to current processes in the Universe but to a relic repulsive gravitational force or to a configuration of space-time that originates in the previous cycle of the Universe when at the last stage of a collapse the intensive generation of gravitational waves resulted in sharp decrease of the gravitational mass of the Universe. This process generated a powerful repulsive force that transformed the Big Crunch into the Big Bang. Because the repulsive acceleration decreases with time, the current Universe expands with lower acceleration. Decreasing acceleration of the Universe can be verified by observations. Gravitational waves caused by the compression of the Universe may not disappear at the stage of expansion and form the relic gravitational radiation.

Deep Learning and Machine Learning: Get the most out of your training and scoring, and algorithms and frameworks on Intel® architecture.

While existing methods like cold, flash and cloud storage are trying to remake themselves in the age of Big Data, there are also a number of alternative methods being developed that suggest looking outside of traditional methods could be our best bet for storing and managing such unprecedented amounts of data.

Here are three methods to look out for:

We are about to witness a data storage breakthrough in which digital information could be embedded into the primary fabric of our being: the double helix of DNA. As a storage system, DNA is both compact and durable, with a single gram of DNA able to store almost a zettabyte of digital data. Now that scientists can successfully create synthetic DNA, it follows that we will be able to control what information gets stored on those strands.

Continue reading “3 Innovative Ways we Could Soon Store The World’s Data” »