Device‐Level Implementation of Reservoir Computing With Memristors
Advanced Intelligent Systems, EarlyView.Reservoir computing (RC) is an emerging computing scheme that employs a reservoir and a single readout layer, which can be actualized in the nanoscale with memristors. As a comprehensive overview, the principles of RC and the switching mechanisms of memristors are discussed, followed by actual demonstrations of memristor‐based RC and the remaining ...
Sunbeom Park, Hyojung Kim, Ho Won Jang
wiley +1 more source
The assessment of second year chiropractic students' comfort and confidence modifying care for vulnerable patient groups: A cross-sectional survey. [PDF]
J Chiropr EducSnow GJ, Derby DC.
europepmc +1 more source
A Flexible and Energy‐Efficient Compute‐in‐Memory Accelerator for Kolmogorov–Arnold Networks
Advanced Intelligent Systems, EarlyView.This article presents KA‐CIM, a compute‐in‐memory accelerator for Kolmogorov–Arnold Networks (KANs). It enables flexible and efficient computation of arbitrary nonlinear functions through cross‐layer co‐optimization from algorithm to device. KA‐CIM surpasses CPU, ASIC, VMM‐CIM, and prior KAN accelerators by 1–3 orders of magnitude in energy‐delay ...
Chirag Sudarshan +6 more
wiley +1 more source
Self-stigma and depression among community-dwelling adults with physical disabilities in China: the chain mediating role of social participation and self-esteem. [PDF]
Front PsycholHu Q, Gong J, Li A, Wang R, Chen H.
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.This article introduces an input sparsity‐aware computing‐in‐memory macro featuring novel bidirectional conversion‐skippable analog‐to‐digital converters. By dynamically adjusting resolution based on element‐level sparsity, the architecture skips redundant most significant bit and least significant bit conversions.
Choongseok Song +2 more
wiley +1 more source
Handcuffed for 15 min: public perceptions of restraint and seclusion in schools: an experimental study of race and disability. [PDF]
Front PsycholTempleton D, Korchagin R.
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.This work presents a bio‐inspired computing framework for Parkinson's disease analog recognition using electroencephalogram signals. Temporally encoded EEG features stimulate a mycelium‐inspired memristive reservoir, where disease‐related patterns emerge through physical spatiotemporal dynamics.
Ioannis K. Chatzipaschalis +5 more
wiley +1 more source
InclusiveHAR: A smartphone-based dataset for human activity recognition across diverse physical abilities. [PDF]
Data BriefKamel Tabbakh SR +8 more
europepmc +1 more source
Defining Features of Gabriele‐de Vries Syndrome in Adults: A Case Report and Literature Review
American Journal of Medical Genetics Part A, EarlyView.ABSTRACT Gabriele‐de Vries syndrome (GADEVS) is a neurodevelopmental disorder caused by heterozygous pathogenic variants in the YY1 gene. Like most rare genetic syndromes, the adult manifestations of GADEVS remain poorly defined. Here, we describe the oldest patient reported to date with GADEVS—a 63‐year‐old woman with a c.1177_1179del YY1 variant ...
Ethan W. Hollingsworth, Changrui Xiao
wiley +1 more source
How to promote healthy ageing among disabled older adults: from a group difference perspective and function-specific pathway models. [PDF]
Int J Equity HealthCai J, Jiang M, Li L.
europepmc +1 more source