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Phys.org

Appreciating a flower's texture, color, and shape leads to better drone landings

If you ever saw a honeybee hopping elegantly from flower to flower or avoiding you as you passed by, you may have wondered how such a tiny insect has such perfect navigation skills. These flying insects' skills are partially ...

19 Jan 2021 Phys.org > Computer Sciences Appreciating a flower's texture, color, and shape leads to better drone landings

Robot learns fast but safe navigation strategy

A research group from the Active Intelligent System Laboratory (AISL) at Toyohashi University of Technology (TUT) has proposed a new framework for training mobile robots to quickly navigate while maintaining low collision ...

19 Jan 2021 Phys.org > Computer Sciences Robot learns fast but safe navigation strategy

Cyber-evolution: How computer science is harnessing the power of Darwinian transformation

From a pair of simple principles of evolution—chance mutation and natural selection—nature has constructed an almost unfathomable richness of life around us. Despite our scientific sophistication, human design and engineering ...

19 Jan 2021 Phys.org > Computer Sciences Cyber-evolution: How computer science is harnessing the power of Darwinian transformation

A technique that allows robots to estimate the pose of objects by touching them

Humans are able to find objects in their surroundings and detect some of their properties simply by touching them. While this skill is particularly valuable for blind individuals, it can also help people with no visual impairments ...

18 Jan 2021 Phys.org > Computer Sciences A technique that allows robots to estimate the pose of objects by touching them

Experts reduce search times for novel high-entropy alloys 13,000-fold using Cuckoo Search

A major roadblock to computational design of high-entropy alloys has been removed, according to scientists at Iowa State University and Lehigh University. Engineers from the Ames Lab and Lehigh University's Department of ...

14 Jan 2021 Phys.org > Computer Sciences Experts reduce search times for novel high-entropy alloys 13,000-fold using Cuckoo Search

New method makes better predictions of material properties using low quality data

Advancements in energy technologies, healthcare, semiconductors and food production all have one thing in common: they rely on developing new materials—new combinations of atoms—that have specific properties enabling ...

14 Jan 2021 Phys.org > Computer Sciences New method makes better predictions of material properties using low quality data

New algorithm mimics electrosensing in fish

While humans may struggle to navigate a murky, turbid underwater environment, weakly electric fish can do so with ease. These aquatic animals are specially adapted to traverse obscured waters without relying on vision; instead, ...

14 Jan 2021 Phys.org > Computer Sciences New algorithm mimics electrosensing in fish

AI algorithm over 70% accurate at guessing a person's political orientation

A team of researchers at Stanford University has developed an AI algorithm that proved to be slightly over 70% accurate at guessing a person's political affiliation after studying a single photograph. In their paper published ...

14 Jan 2021 Phys.org > Computer Sciences AI algorithm over 70% accurate at guessing a person's political orientation

Evolvable neural units that can mimic the brain's synaptic plasticity

Machine learning techniques are designed to mathematically emulate the functions and structure of neurons and neural networks in the brain. However, biological neurons are very complex, which makes artificially replicating ...

14 Jan 2021 Phys.org > Computer Sciences Evolvable neural units that can mimic the brain's synaptic plasticity

Researchers explore how to share data and keep privacy

A new book from researchers at The Australian National University (ANU) outlines how we can improve the way we share sensitive data and preserve people's privacy.

14 Jan 2021 Phys.org > Computer Sciences Researchers explore how to share data and keep privacy

Concept whitening: A strategy to improve the interpretability of image recognition models

Over the past decade or so, deep neural networks have achieved very promising results on a variety of tasks, including image recognition tasks. Despite their advantages, these networks are very complex and sophisticated, ...

13 Jan 2021 Phys.org > Computer Sciences Concept whitening: A strategy to improve the interpretability of image recognition models

A new model of influence maximization

If you were an owner of a newly set-up company, you would most likely be focused on building brand awareness to reach out to as many people as possible. But how can you do so with budget constraints?

12 Jan 2021 Phys.org > Computer Sciences A new model of influence maximization

A framework to assess the importance of variables for different predictive models

Two researchers at Duke University have recently devised a useful approach to examine how essential certain variables are for increasing the reliability/accuracy of predictive models. Their paper, published in Nature Machine ...

12 Jan 2021 Phys.org > Computer Sciences A framework to assess the importance of variables for different predictive models

Machine learning accelerates discovery of materials for use in industrial processes

New research led by researchers at the University of Toronto (U of T) and Northwestern University employs machine learning to craft the best building blocks in the assembly of framework materials for use in a targeted application.

12 Jan 2021 Phys.org > Computer Sciences Machine learning accelerates discovery of materials for use in industrial processes

Tweaking AI software to function like a human brain improves computer's learning ability

Computer-based artificial intelligence can function more like human intelligence when programmed to use a much faster technique for learning new objects, say two neuroscientists who designed such a model that was designed ...

12 Jan 2021 Phys.org > Computer Sciences Tweaking AI software to function like a human brain improves computer's learning ability

We wouldn't be able to control superintelligent machines

We are fascinated by machines that can control cars, compose symphonies, or defeat people at chess, Go, or Jeopardy! While more progress is being made all the time in Artificial Intelligence (AI), some scientists and philosophers ...

11 Jan 2021 Phys.org > Computer Sciences We wouldn't be able to control superintelligent machines

Accelerating AI computing to the speed of light

Artificial intelligence and machine learning are already an integral part of our everyday lives online. For example, search engines such as Google use intelligent ranking algorithms, and video streaming services such as Netflix ...

11 Jan 2021 Phys.org > Computer Sciences Accelerating AI computing to the speed of light

Building a testing-free future

It's common sense: when you write software, you check your work. Testing is a carryover solution from all the other tools we've engineered throughout history, and it's a cornerstone of quality software design. And yet, as ...

11 Jan 2021 Phys.org > Computer Sciences Building a testing-free future

A model that can create unique Chinese calligraphy art

Over the past few years, computer scientists have developed increasingly advanced and sophisticated artificial intelligence (AI) tools, which can tackle a wide variety of tasks. This includes generative adversarial networks ...

08 Jan 2021 Phys.org > Computer Sciences A model that can create unique Chinese calligraphy art

A framework to evaluate the cognitive capabilities of machine learning agents

Over the past decade or so, computer scientists have developed machine learning (ML) techniques that perform remarkably well on a variety of tasks. While these algorithms are designed for artificially replicating human cognitive ...

07 Jan 2021 Phys.org > Computer Sciences A framework to evaluate the cognitive capabilities of machine learning agents

Machine learning at the speed of light: New paper demonstrates use of photonic structures for AI

As we enter the next chapter of the digital age, data traffic continues to grow exponentially. To further enhance artificial intelligence and machine learning, computers will need the ability to process vast amounts of data ...

06 Jan 2021 Phys.org > Computer Sciences Machine learning at the speed of light: New paper demonstrates use of photonic structures for AI

Teaching AI agents to type on a Braille keyboard

In recent years, computer scientists have developed artificial intelligence-based techniques that can complete a wide variety of tasks. Some of these techniques are designed to artificially replicate the human senses, particularly ...

06 Jan 2021 Phys.org > Computer Sciences Teaching AI agents to type on a Braille keyboard

New module for OpenAI GPT-3 creates unique images from text

A team of researchers at OpenAI, a San Francisco artificial intelligence development company, has added a new module to its GPT-3 autoregressive language model. Called DALL·E, the module excerpts text with multiple characteristics, ...

06 Jan 2021 Phys.org > Computer Sciences New module for OpenAI GPT-3 creates unique images from text

New research shows machine learning could lop a year off technology design cycle

If everything moved 40,000 times faster, you could eat a fresh tomato three minutes after planting a seed. You could fly from New York to L.A. in half a second. And you'd have waited in line at airport security for that flight ...

05 Jan 2021 Phys.org > Computer Sciences New research shows machine learning could lop a year off technology design cycle

Chitrakar: A system that can transform images of human faces into drawings

Researchers at the TCS Robotics Research Lab in India have recently developed an artificial intelligence (AI) system that can automatically convert an image of a person's face into a recognizable non-self-intersecting loop, ...

05 Jan 2021 Phys.org > Computer Sciences Chitrakar: A system that can transform images of human faces into drawings

Researchers compute turbulence with artificial intelligence

For the first time, researchers at ETH Zurich have successfully automated the modeling of turbulence by combining fluid mechanics with artificial intelligence. Their project relies on fusing reinforcement learning algorithms ...

05 Jan 2021 Phys.org > Computer Sciences Researchers compute turbulence with artificial intelligence

Using artificial intelligence to find new uses for existing medications

Scientists have developed a machine-learning method that crunches massive amounts of data to help determine which existing medications could improve outcomes in diseases for which they are not prescribed.

04 Jan 2021 Phys.org > Computer Sciences Using artificial intelligence to find new uses for existing medications

DUAL takes AI to the next level

Scientists at DGIST in Korea, and UC Irvine and UC San Diego in the US, have developed a computer architecture that processes unsupervised machine learning algorithms faster, while consuming significantly less energy than ...

04 Jan 2021 Phys.org > Computer Sciences DUAL takes AI to the next level

DeepMind's MuZero conquers and learns the rules as it does

Albert Einstein once said, "You have to learn the rules of the game, and then you have to play better than anyone else." That could well be the motto at DeepMind, as a new report reveals it has developed a program that can ...

24 Dec 2020 Phys.org > Computer Sciences DeepMind's MuZero conquers and learns the rules as it does

Exploring the notion of shortcut learning in deep neural networks

Over the past few years, artificial intelligence (AI) tools, particularly deep neural networks, have achieved remarkable results on a number of tasks. However, recent studies have found that these computational techniques ...

23 Dec 2020 Phys.org > Computer Sciences Exploring the notion of shortcut learning in deep neural networks
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