Perovskite Neuromorphic Engine for Transformer Architectures
Advanced Science, EarlyView.This paper introduces a perovskite‐based memristive computing unit that performs all necessary operations for Transformer artificial neural networks entirely in the analog domain. The system achieves comparable performance to GPU‐based systems, but with only 1.7% of the energy consumption, boosting power efficiency by 58 times.
Zhenye Zhan +5 more
wiley +1 more source
A Discrete Mathematics Approach for Understanding Risk Factors in Overactive Bladder Treatment. [PDF]
CureusOkui N.
europepmc +1 more source
Discrete Mathematics/Number Theory
, 2017 Discrete mathematics is the study of mathematical structures that are fundamentally discrete rather than continuous. In contrast to real numbers that have the property of varying "smoothly", the objects studied in discrete mathematics such as integers, graphs, and statements do not vary smoothly in this way, but have distinct, separated values ...
openaire +1 more source
Advanced Science, EarlyView.SGCD presents a novel approach for tissue spatial domain identification by employing interpolation to estimate inter‐spot gene expression and deconvolution to resolve cell‐type composition in both sampled and interstitial regions. By integrating gene expression, cell type, and spatial coordinates within a graph contrastive learning framework, SGCD ...
Tianjiao Zhang +7 more
wiley +1 more source
Innovative decision making tools using discrete mathematics for stress urinary incontinence treatment. [PDF]
Sci RepOkui N.
europepmc +1 more source
Applications of Discrete Convex Analysis to Mathematical Economics
, 2004 Akihisa Tamura
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Advanced Science, EarlyView.Soft robotics, featuring intrinsic compliance and biomimetic adaptability, emerges as transformative in next‐generation intelligent systems. This review outlines how advancements in four foundational domains—actuation, materials, manufacturing, and control—drive the evolution of bioinspired intelligent soft robotics, poised to redefine the boundaries ...
Xiaopeng Wang +7 more
wiley +1 more source
Discrete Mathematics in Dynamic Network Analysis: Long-Term Efficacy Evaluation of Fotona Laser Therapy for Overactive Bladder Syndrome Using Clustering-Based Patient Subgroup Identification. [PDF]
CureusOkui N, Okui M.
europepmc +1 more source
Mathematical analysis of a discrete fracture model coupling Darcy flow in the matrix with Darcy–Forchheimer flow in the fracture [PDF]
, 2014 Peter Knabner, Jean E. Roberts
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3D Hyperbolic Kirigami Metamaterials With Tunable Auxeticity and Multistability
Advanced Science, EarlyView.This study proposes a hyperbolic tessellation‐based structure that integrates TPMSs (Triply Periodic Minimal Surfaces, including SP: Schwarz Primitive, SD: Schwarz Diamond, and GY: Gyroid) with rotating rigid polygons, which enables 3D scalable deformation. The structure exhibits auxeticity and multistability, with a maximum volume expansion rate of up
Yu Lei +7 more
wiley +1 more source