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Programming light propagation creates highly efficient neural networks

Researchers have developed a novel optical neural network architecture that achieves nonlinear optical computation by precisely controlling ultrashort pulse propagation in multimode fibers. This approach streamlines the need for energy-intensive digital processes, achieving comparable accuracy with significantly reduced parameters.

Blood test diagnoses Alzheimer's with over 90% accuracy

Researchers have discovered a blood test that diagnoses Alzheimer's disease with an accuracy of over 90%, comparable to traditional cerebrospinal fluid biomarkers. The test uses a phosphorylated TAU 217 protein biomarker, which offers precision in detecting longitudinal changes and reducing the need for additional confirmations.

SourceInstitut de Recerca Sant Pau (Sant Pau Research Institute)·JournalJAMA Neurology·TypeObservational study·DateJan 22, 2024

A KAIST research team observes the processes of memory and cognition in real time​

A KAIST research team has developed a technique called SynapShot, which allows for the real-time observation of synapse formation, extinction, and alterations. This breakthrough technique uses fluorescent proteins to track changes in synapses, offering new insights into brain function and potentially revolutionizing neurological research.

SourceThe Korea Advanced Institute of Science and Technology (KAIST)·JournalNature Methods·TypeExperimental study·DateJan 18, 2024

Revolutionizing real-time data processing with edge computing and reservoir technology

Researchers at Tokyo University of Science develop an edge computing device that processes signals in real time using physical reservoir technology, achieving faster data processing and lower computation costs. The device demonstrates enhanced learning capabilities, making it promising for applications in edge computing.

SourceTokyo University of Science·JournalAdvanced Science·TypeExperimental study·DateJan 11, 2024

Kessler Foundation study of cognitive fatigue across different tasks and populations provides new insights

Researchers investigated cognitive fatigue across multiple sclerosis, traumatic brain injury, and controls using two tasks, finding that fatigue was consistent across participants regardless of task. Cognitive fatigue correlated with longer response times and activation in the caudate nucleus and thalamus.

SourceKessler Foundation·JournalScientific Reports·TypeExperimental study·DateDec 21, 2023

Thermal impact of 3D stacking photonic and electronic chips

The study found that 3D integration can lead to significant heat spreading and crosstalk, reducing heater efficiency by up to -43.3% and increasing thermal crosstalk by up to +44.4%. However, optimizing design variables, such as spacing between µbumps and interconnect linewidth, can minimize the thermal penalty of 3D integration.

SourceSPIE--International Society for Optics and Photonics·JournalJournal of Optical Microsystems·DateDec 7, 2023

Unlocking long-term genetic memory: Dormant bacterial spores offer key insights into evolutionary survival strategies

Researchers discover a central chromosomal domain that enables dormant spores to revive and activate essential genes, shedding light on bacterial survival in harsh conditions. The study's findings have broader implications for sustaining long-term transcriptional programs across diverse organisms.

SourceThe Hebrew University of Jerusalem·JournalMolecular Cell·TypeExperimental study·DateNov 27, 2023

First 2D semiconductor with 1000 transistors developed at EPFL Switzerland: Redefining energy efficiency in data processing

EPFL researchers have developed the world's first large-scale in-memory processor using 2D semiconductor materials, which could substantially cut the ICT sector's energy footprint. The processor combines data processing and storage onto a single device, reducing energy waste and improving efficiency.

SourceEcole Polytechnique Fédérale de Lausanne·JournalNature Electronics·DateNov 13, 2023

AI recognizes faces but not like the human brain

A recent study published in the Proceedings of the National Academy of Sciences found that AI's deep convolutional neural networks can identify faces but struggle to capture other important information like emotional state and trustworthiness. Brain activity scans revealed a weak correlation between AI's codes and human brain represent...

SourceDartmouth College·JournalProceedings of the National Academy of Sciences·TypeExperimental study·DateNov 10, 2023

Saturated fat may interfere with creating memories in aged brain

A recent study by Ohio State University researchers found that saturated fats can interfere with the creation of new memories in aged brains. However, omega-3 fatty acids, particularly DHA, may help protect brain cells from fat-related inflammation. The study used cell cultures and brain tissue from aging mice to explore the effects of...

SourceOhio State University·JournalFrontiers in Cellular Neuroscience·TypeExperimental study·DateSep 27, 2023

Efficient training for artificial intelligence

Scientists at the Max Planck Institute present a method for training artificial intelligence using physical processes, reducing energy consumption and computing time. The new approach relies on non-linear processes, such as optics, to mimic the human brain's parallel processing, potentially leading to more efficient neural networks.

SourceMax-Planck-Gesellschaft·JournalPhysical Review X·DateSep 22, 2023

Jellyfish shown to learn from past experience for the first time

Scientists demonstrated that Caribbean box jellyfish can acquire the ability to avoid obstacles through associative learning, a process in which organisms form mental connections between sensory stimulations and behaviors. The study suggests that combining visual and mechanical stimuli is required for associative learning in jellyfish.

SourceCell Press·JournalCurrent Biology·TypeExperimental study·DateSep 22, 2023

Novel lateral data storage: Two-dimensional ferroelectric semiconductor memory with a bottom contact 100 nm channel using in-plane polarization

Researchers at Tokyo Institute of Technology have developed a novel ferroelectric semiconductor memory device with a 100 nm channel length, enabling high-density storage and seamless integration with existing semiconductor technologies. The device exhibits typical resistive switching, high on/off ratio, large memory window, and good re...

SourceTokyo Institute of Technology·JournalAdvanced Science·TypeExperimental study·DateAug 16, 2023

USTC observes non-Markovian evolution of EPR steering in quantum open systems

Researchers investigated the dynamical evolution of EPR steering in a dissipative environment with different non-Markovian degrees, confirming the recovering ability dependent on non-Markovianity. The study reveals the influence of memory effects on EPR steering in open systems, deepening our understanding of its directional property.

SourceUniversity of Science and Technology of China·JournalPhysical Review Letters·DateJun 18, 2023

Tiny device mimics human vision and memory abilities

Researchers created a small device that captures, processes, and stores visual information in a similar way to humans. This technology uses analog processing, reducing energy consumption and enhancing performance, with potential applications in bionic vision, autonomous operations, and advanced forensics.

SourceRMIT University·TypeExperimental study·DateJun 14, 2023

From functional to intelligent: laser powder bed fusion additive manufactured NiTi shape memory alloys

Researchers at Huazhong University of Science and Technology have developed a systematic review of laser powder bed fusion (LPBF)-fabricated NiTi alloys. The study highlights the effect of process parameters on printability, mechanical properties, and functional behaviors of NiTi shape memory alloys. These findings provide evidence for...

SourceInternational Journal of Extreme Manufacturing·JournalInternational Journal of Extreme Manufacturing·DateJun 5, 2023

Jet lag’s harmful health impacts found to be caused by biological clock misalignment

Research at the University of Massachusetts Amherst shows that circadian disruption from jet lag can harm adult neurogenesis, which supports learning and memory. The study found that the Cryptochrome 1 gene regulates this process and that misalignment can lead to adverse health effects such as dementia and mental illness.

SourceUniversity of Massachusetts Amherst·JournaleNeuro·TypeExperimental study·DateApr 3, 2023

Illinois researchers achieve the first silicon integrated ECRAM for a practical AI accelerator

Researchers at the University of Illinois Grainger College of Engineering have successfully integrated arrays of electrochemical random-access memory (ECRAM) onto silicon transistors, creating a practical AI accelerator. This innovation eliminates energy costs associated with data transfer and enables efficient deep learning operations.

Brain cells inspire new computer components

Researchers developed memristors based on halogenated perovskite nanocrystals for more powerful and energy-efficient computing. Inspired by the human brain's synapses, these components combine data storage and processing, reducing energy consumption.

SourcePolitecnico di Milano·JournalScience Advances·TypeExperimental study·DateMar 14, 2023

Any regular physical activity at any age linked to better brain function in later life

A long-term study found that regular leisure time physical activity at any age is associated with better brain function in later life. Maintaining an exercise routine throughout adulthood was particularly beneficial for preserving mental acuity and memory. The study, which included over 1,400 participants, showed that being physically ...

SourceBMJ Group·JournalJournal of Neurology Neurosurgery & Psychiatry·TypeObservational study·DateFeb 21, 2023

What is clinically meaningful to slow Alzheimer’s progression?

The work group reframed what is clinically meaningful to slow Alzheimer's disease progression, including the need for combination therapies and realistic expectations of benefits and risks. Slowing brain deterioration by four to six months in early stages may preserve function, leading to meaningful outcomes for patients and families.

SourceMayo Clinic·JournalAlzheimer s & Dementia·DateFeb 7, 2023

New smartphone app designed by University of Toronto researchers shown to significantly improve memory recall

Researchers developed HippoCamera, a new smartphone app that significantly improves memory recall by boosting attention to daily events. Users record videos and audio descriptions of everyday experiences, which are then replayed to reinforce memory consolidation.

SourceUniversity of Toronto·JournalProceedings of the National Academy of Sciences·TypeExperimental study·DateJan 16, 2023

Aging | Epigenetic aging is associated with aberrant neural oscillatory dynamics serving visuospatial processing in people with HIV

A new study finds epigenetic aging is associated with aberrant neural oscillatory dynamics serving visuospatial processing in people with HIV. Participants showed accelerated biological age and different brain activity patterns compared to controls, suggesting a link between biological aging and neural function in PWH.

SourceImpact Journals LLC·JournalAging-US·TypeObservational study·DateJan 5, 2023