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Stefan Thomas really could have used a quantum computer this year.

The German-born programmer and crypto trader forgot the password to unlock his digital wallet, which contains 7002 bitcoin, now worth $265 million. Quantum computers, which will be several million times faster than traditional computers, could have easily helped him crack the code.

Though quantum computing is still very much in its infancy, governments and private-sector companies such as Microsoft and Google are working to make it a reality. Within a decade, quantum computers could be powerful enough to break the cryptographic security that protects cell phones, bank accounts, email addresses and — yes — bitcoin wallets.

Summary: A new deep neural network can accurately predict a healthy person’s brain age based on EEG data collected from a sleep study.

Source: AASM

A study shows that a deep neural network model can accurately predict the brain age of healthy patients based on electroencephalogram data recorded during an overnight sleep study, and EEG-predicted brain age indices display unique characteristics within populations with different diseases.

Awesome cameras everywhere.

Watch the #ISOCELLUnroll 2021 event introducing the new #ISOCELL JN1, #Samsung’s 50MP image sensor with 0.64μm pixels. Equipped with innovative pixel technologies, the ISOCELL JN1 delivers awesome detail and colors in an ultra-slim package.

00:00 ISOCELL Unroll.
00:31 Opening.
01:08 Welcome speech.
02:56 Introduction: ISOCELL JN1
04:27 Awesome detail: 50MP with 0.64μm pixels.
07:22 Awesome light: ISOCELL 2.0 and Tetrapixel.
08:59 Awesome colors: Smart-ISO and HDR
10:13 Awesome focus: Double Super PD
12:06 Q&A
14:10 Closing remarks.

**A team of researchers affiliated with institutions in Singapore, China, Germany and the U.K., has developed an insect-computer hybrid system for use in search operations after disasters strike. **They have written a paper describing their system, now posted on the arXiv preprint server.

Because of the frequency of natural disasters such as earthquakes, fires and floods, scientists have been looking for better ways to help victims trapped in the rubble–people climbing over wreckage is both hazardous and inefficient. The researchers noted that small creatures such as insects move much more easily under such conditions and set upon the task of using a type of cockroach as a searcher to assist human efforts.

The system they came up with merges microtechnology with the natural skills of a live Madagascar hissing cockroach. These cockroaches are known for their dark brown and black body coloring and, of course, for the hissing sound they make when upset. They are also one of the few wingless cockroaches, which made them a good candidate for carrying a backpack.

The backpack created by the researchers consisted of five circuit boards connected together that hosted an IR camera, a communications chip, a CO2 sensor, a microcontroller, flash memory, a DAC converter and an IMU. The electronics-filled backpack was then affixed to the back of a cockroach. The researchers also implanted electrodes in the cockroach’s cerci–the antenna-like appendages on either side of its head. In its normal state, the cockroach uses its cerci to feel what is in its path and uses that information to make decisions about turning left or right. With the electrodes in place, the backpack could send very small jolts of electricity to the right or left cerci, inducing the cockroach to turn in a desired direction.

Testing involved setting the cockroach in a given spot and having it attempt to find a person laying in the vicinity. A general destination was preprogrammed into the hardware and then the system was placed into a test scenario, where it moved autonomously using cues from its sensor to make its way to the person serving as a test victim. The researchers found their system was able to locate the test human 94% of the time. They plan to improve their design with the goal of using the system in real rescue operations.

Google claims that it has developed artificial intelligence software that can design computer chips faster than humans can.

The tech giant said in a paper in the journal Nature on Wednesday that a chip that would take humans months to design can be dreamed up by its new AI in less than six hours.

The AI has already been used to develop the latest iteration of Google’s tensor processing unit chips, which are used to run AI-related tasks, Google said.

As more kids go down the ‘deep, dark tunnel’ of long Covid, doctors still can’t predict who is at risk.


“She was a completely healthy, active kid and this just totally changed her life,” her mother, Sara Dardis, said. “So obviously, Covid is real and it’s real for kids. It needs to be taken seriously.”

Kate’s story makes clear that long Covid is not an adults-only phenomenon. Numbers are hard to come by, but more children and adolescents are experiencing chronic symptoms after Covid even as the pandemic ebbs in the U.S., say doctors at the few clinics devoted to caring for them. Although the disease has played out in ways that differ between adults and children, long Covid is posing the same mystery in kids as in adults.