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University of Massachusetts Amherst


The brain's memory abilities inspire AI experts in making neural networks less 'forgetful'

Researchers at UMass Amherst and Baylor College of Medicine developed a new method to protect deep neural networks from catastrophic forgetting, inspired by the brain's 'replay' ability. The method, called generative replay, generates high-level representations of previously seen data, preventing the network from forgetting earlier lea...

SourceUniversity of Massachusetts Amherst·JournalNature Communications·DateSep 17, 2020

Task force examines role of mobile health technology in COVID-19 pandemic

A task force review of mobile health technologies found that wearable sensors and electronic patient-reported data can monitor COVID-19 patients at home and predict those who need medical intervention. The technologies also show promise for monitoring and predicting coronavirus exposure in people presumed to be free of infection.

SourceUniversity of Massachusetts Amherst·JournalIEEE Open Journal of Engineering in Medicine and Biology·DateAug 13, 2020

UMass Amherst biologists zero in on cells' environmental sensing mechanism

Researchers at UMass Amherst have identified a key protein component of the Hedgehog signaling pathway as an important player in phenotypic plasticity, allowing cells to sense and respond to environmental inputs. This finding provides insights into how genes and environment interact to shape anatomical traits.

SourceUniversity of Massachusetts Amherst·JournalProceedings of the National Academy of Sciences·DateJul 28, 2020

Shifts seen in breeding times and duration for 73 boreal bird species over 40 years

A team of researchers found that 73 boreal bird species experienced a contraction in their breeding periods over a 43-year period, with most species starting to breed earlier and ending earlier. The study suggests that warmer temperatures may be causing this shift, allowing birds to take advantage of earlier food availability.

SourceUniversity of Massachusetts Amherst·JournalProceedings of the National Academy of Sciences·DateJul 23, 2020

Some decontamination processes damage N95 face masks

Certain decontamination methods for reusable N95 face masks can significantly impair their effectiveness. Research found that treatments using high concentrations of gas plasma hydrogen peroxide or longer processing times degrade filtration performance. In contrast, vaporized hydrogen peroxide sterilizers and shorter decontamination cy...

SourceUniversity of Massachusetts Amherst·JournalInfection Control and Hospital Epidemiology·DateJul 16, 2020

Study finds new mentoring model supports underrepresented minority women faculty in STEM

A new mentoring model called Amplifying Voices created a supportive environment among underrepresented minority women in STEM, with participants agreeing that the virtual format was an effective way to discuss challenges and solutions. The study suggests that combining career-focused mentoring with empathetic psychosocial mentoring is ...

SourceUniversity of Massachusetts Amherst·JournalInnovative Higher Education·DateJun 22, 2020

Pollinator-friendly flowers planted along with crops aid bumblebees

A new study by UMass Amherst and NC State biologists found that flower strips benefit common Eastern bumblebees despite some plants increasing pathogen infection rates. The researchers created three conditions with canola plants and different types of flower strips, showing that bees reproduce more with flower strips than without.

SourceUniversity of Massachusetts Amherst·JournalProceedings of the National Academy of Sciences·DateMay 14, 2020

Computational techniques explore 'the dark side of amyloid aggregation in the brain'

UMass Amherst scientists used computational techniques to study amyloid fibril growth and brain pathology, revealing that earlier forms of the protein are toxic. The research provides a comprehensive understanding of the process, highlighting the importance of energy landscapes in disease progression.

SourceUniversity of Massachusetts Amherst·JournalProceedings of the National Academy of Sciences·DateApr 29, 2020