DeepUnitMatch: tracking neurons across days in electrophysiology using Deep Neural Networks
Agarwal S +4 more
europepmc +1 more source
Signal or noise? Evaluating commonly used attribution methods for explaining deep neural networks in electrocardiogram classification. [PDF]
Arends BKO +5 more
europepmc +1 more source
Photoactivable Surfactant Design for In Situ Stabilization of Hydrogel Bioelectronics
Photoactivable surfactant additive enables in situ stabilization of hydrogel bioelectronics. ABSTRACT Conductive polymer hydrogels offer unique advantages for soft, stretchable biointerfaces by combining tissue‐like mechanics with high ionic conductivity.
Seungyeon Lee +11 more
wiley +1 more source
Encoding neural representations of time-continuous stimulus-response transformations in the human brain with advanced deep neural networks. [PDF]
Haberland S, Ruge H, Frimmel H.
europepmc +1 more source
Organic electrochemical synaptic transistors based on sidechain‐engineered conjugated polyelectrolytes reveal that cationic sidechains enable efficient volumetric ion penetration and dense backbone doping, leading to enhanced transconductance and long‐term synaptic retention.
Haim Kwon +6 more
wiley +1 more source
Comparison of Deep Neural Networks for the Classification of Adventitious Lung Sounds. [PDF]
Polanco-Martagón S +5 more
europepmc +1 more source
Biointegrated Battery‐Based Electroceuticals
Biointegrated batteries go beyond passive power to serve as active therapeutic platforms for delivering programmable electrical cues and bioactive agents. This review examines their mechanisms and applications and provides a framework to guide battery‐based therapeutic design and clinical translation.
Yan Zhou +6 more
wiley +1 more source
Deep neural networks explain spiking activity in auditory cortex. [PDF]
Ahmed B, Downer JD, Malone BJ, Makin JG.
europepmc +1 more source
Coupled materials design enables a monolithic fiber that integrates complementary sensing regimes into a single wearable strand. By preserving informative signal features across subtle physiological deformation, large body motion, and mixed mechanical inputs, the dual‐gradient architecture generates synchronized, less redundant outputs that improve ...
Yunheum Lee +13 more
wiley +1 more source
Reducing bulky medical images via shape-texture decoupled deep neural networks. [PDF]
Yang R, Xiao T, Cheng Y, Suo J.
europepmc +1 more source

