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A new foundation toward achieving the next generation of artificial intelligence

Credit: World Scientific Human beings are living inside an ocean of signals. These signals enable human beings to demonstrate intelligence. Similarly, machines are also surrounded by signals. Artificial intelligence (AI) or machine intelligence has become a hot topic for many decades due to the high expectation of the public on the emergence of smart machines and smart products. However, the AI research community is still struggling to determine the foci of machine intelligence. For instance, t...
France General Phui Chen Nord Pas De Calais Xie Ming Nanyang Technological University World Automation Congress

From perceptrons to deep learning

Credit: World Scientific Have you ever wondered if its possible to learn all there is to know about machine learning and deep learning from a book? Machine Learning--A Journey to Deep Learning, with Exercises and Answers is designed to give the self-taught student a solid foundation in machine learning with step-by-step solutions to the formative exercises and many concrete examples. By going through this text, readers should become able to apply and understand machine learning algorithms as we...
Andreas Wichert Department Of Computer Science University Of Lisbon University Of Saarland Professor At Department Of Computer Science Department Of Neural Information Processing

When peaking at your brain may help with mental illness

In recent years, researchers have begun using functional magnetic resonance imaging (fMRI) not just to better understand the neural bases of psychiatric illness, but also for experimental treatment of depression, ADHD, anxiety, PTSD, substance use disorder, and schizophrenia with real-time fMRI neurofeedback. But how well does it work?
New York United States University Of Rochester David Dodell Feder Emily Dudek Department Of Psychology

Can't solve a riddle? The answer might lie in knowing what doesn't work

Loading video... Credit: Kiyomi Taguchi/U. of Washington Ever get stuck trying to solve a puzzle? You look for a pattern, or a rule, and you just cant spot it. So you back up and start over. Thats your brain recognizing that your current strategy isnt working, and that you need a new way to solve the problem, according to new research from the University of Washington. With the help of about 200 puzzle-takers, a computer model and functional MRI (fMRI) images, researchers have learned more abou...
Chantel Prat Lauren Graham Andrea Stocco Uw Royalty Research Fund Bezos Family Foundation University Of Washington

Study identifies strengths and challenges of responding to dual disasters

 E-Mail New Orleans, LA -- A new study of how the 2020 major hurricanes and the COVID-19 pandemic affected each other as well as disaster response found that although prior experience enabled community-based organizations to respond to the pandemic, the pandemic is also creating new challenges to preparing for and responding to natural disasters. The research is published in the International Journal of Environmental Research and Public Health, available here. "Two major crises hit Louisiana a...
United States New Orleans Baton Rouge University Of Southern California Republic Of Orleans Parish

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Nonconscious brain modulation to remove fears, increase confidence

Machine learning-based training of brain activity has led to exciting developments: reduce fears, change ones preferences, or even increase ones confidence. Unfortunately, data to better understand the mechanisms of brain self-regulation remain scarce. A group of researchers from Japan, the US and Canada have joined forces to release the largest existing dataset of the sort.
Aurelio Cortese Mitsuo Kawato Institute International Decoded Neurofeedback Computational Neuroscience Laboratories Natl Acad Sci United

Study of auto recalls shows carmakers delay announcements until they 'hide in the herd'

 E-Mail IMAGE: Automotive recalls are occurring at record levels, but seem to be announced after inexplicable delays. A research study of 48 years of auto recalls announced in the United States finds... view more  Credit: Indiana University BLOOMINGTON, Ind. - Automotive recalls are occurring at record levels, but seem to be announced after inexplicable delays. A research study of 48 years of auto recalls announced in the United States finds carmakers frequently wait to make their ann...
United States Karthik Natarajan Kaitlin Wowak Ujjal Mukherjee George Ball Jason Miller

UConn researcher offers lessons learned from a pre-pandemic study of telemedicine use

 E-Mail With the onset of the COVID-19 pandemic, telemedicine has become a new norm for many routine and non-emergency medical needs. But there are lessons to be learned from telemedicines use - or lack thereof - prior to the pandemic, and a new study from a UConn School of Social Work researcher offers insight for policymakers, administrators, and public health officials when considering the implementation of new services. A qualitative researcher, lead author and licensed clinical social wor...
United States Kelsi Carolan Ateev Mehrotra Lauraa Hatfield Davidc Grabowski Catherine Weldon Donaghue Medical Research Foundation

Psychological 'signature' for the extremist mind uncovered by Cambridge researchers

 E-Mail Researchers have mapped an underlying "psychological signature" for people who are predisposed to holding extreme social, political or religious attitudes, and support violence in the name of ideology. A new study suggests that a particular mix of personality traits and unconscious cognition - the ways our brains take in basic information - is a strong predictor for extremist views across a range of beliefs, including nationalism and religious fervour. These mental characteristics inc...
United States United Kingdom Trevor Robbins Leor Zmigrod University Of Cambridge Cambridge Department Of Psychology

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