Category Health/Medical

‘Deepfaking the Mind’ could improve Brain-Computer Interfaces for people with Disabilities

A USC TEAM SUCCESSFULLY TAUGHT AN AI TO GENERATE SYNTHETIC BRAIN ACTIVITY DATA, WHICH COULD IMPROVE THE USABILITY OF BRAIN-COMPUTER INTERFACES. PHOTO/ISTOCK.

Researchers at the USC Viterbi School of Engineering are using generative adversarial networks (GANs) — technology best known for creating deepfake videos and photorealistic human faces — to improve brain-computer interfaces for people with disabilities.

In a paper published in Nature Biomedical Engineering, the team successfully taught an AI to generate synthetic brain activity data. The data, specifically neural signals called spike trains, can be fed into machine-learning algorithms to improve the usability of brain-computer interfaces (BCI).

BCI systems work by analyzing a person’s brain signals and translating that neur...

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Research in Mice shows how Diet Alters Immune System Function through a Gut Microbe

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Research in mice demonstrates how diet alters a gut microbe molecule that, in turn, prompts immune cells to downregulate inflammation. The study elucidates molecular mechanism behind long-standing belief that diet, microbiota, and immunity influence one another in myriad ways. If affirmed in larger animals and humans, the findings could inform the design of small-molecule drugs that regulate immune response to treat inflammatory conditions.

The cliché “you are what you eat” has been used for hundreds of years to illustrate the link between diet and health. Now, an international team of researchers has found the molecular proof of this concept, demonstrating how diet ultimately affects immunity through the gut microbiome.

The work, conducte...

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New approach provides Potential Vaccine and Treatment for Alzheimer’s

A A surface representation of the TAP01 antibody paratope, with the VH and VK domains coloured cyan and green respectively, and the individual complementary determining regions (CDR) highlighted. The conformation and location of the bound AβpE3-14 peptide is shown as a white sticks representation of its covalent structure. B The striking pseudo β-hairpin conformation of the TAP01 bound pE3-14 peptide, which is shown as a covalent sticks representation with stabilising intramolecular hydrogen bonds highlighted. C A detailed view of the TAP01-AβpE3-14 interface, with the bound peptide and interacting antibody residues shown as covalent sticks. TAP01 residues are shown in cyan and green for the VH and VK domains, respectively...
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Diet Trumps Drugs for Anti-Aging and Good Metabolic Health

A study comparing the impact of diet versus drugs on the inner workings of our cells has found nutrition has a much stronger impact.

The pre-clinical study by the University of Sydney’s Charles Perkins Centre suggests the makeup of our diet could be more powerful than drugs in keeping conditions like diabetes, stroke and heart disease at bay.

Conducted in mice, the research showed nutrition (including overall calories and macronutrient balance) had a greater impact on ageing and metabolic health than three drugs commonly used to treat diabetes and slow down ageing.

The findings are published in Cell Metabolism.

The research builds on the team’s pioneering work in mice and humans demonstrating the protective role of diet and specific combinations of proteins, fats and carbo...

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