A method for English paragraph grammar correction based on differential fusion of syntactic features. [PDF]
PLoS OneLiu W +7 more
europepmc +1 more source
Nanomechanical Systems for Reservoir Computing Applications
Advanced Intelligent Systems, EarlyView.Nanoelectromechanical systems (NEMS) are known for their strong nonlinear response, which can be conducive for reservoir computing. In this work, the authors build an NEMS‐based reservoir and investigate the classification accuracy as a function of drive levels and operation points.
Enise Kartal +7 more
wiley +1 more source
English Enhancing Exercises: An effective strategy to upgrade and enhance the English proficiency of medical students in non-English speaking countries. [PDF]
Pak J Med SciZubairi NA.
europepmc +1 more source
Utilizing Data Imbalance to Enhance Compound–Protein Interaction Prediction Models
Advanced Intelligent Systems, EarlyView.This research paper introduces FilmCPI, a sequence‐based model for predicting compound–protein interactions. It uniquely leverages data imbalance between proteins and compounds to improve performance. FilmCPI outperforms baseline models across multiple datasets and demonstrates strong transferability to unseen protein families without increasing ...
Wei Lin, Chi Chung Alan Fung
wiley +1 more source
Cochrane reviews of acupuncture are dated, do not account for the specific effects of sham controls and likely underestimate the efficacy of acupuncture therapy. [PDF]
Integr Med ResNielsen A, Wieland LS.
europepmc +1 more source
An Integrated and Flexible Humidity Sensor for Noncontact Handwriting Recognition
Advanced Intelligent Systems, EarlyView.A noncontact handwriting recognition system is fabricated by directly integrating a 4 × 4 flexible humidity sensing array and a designed flexible sampling circuit. Assisted with a CNN model, the handwriting recognition system can realize the recognition of handwriting digits 1–9 with an average accuracy of 98.67%.
Yu Xiao, Jingjing Yao, Shujuan Zhu
wiley +1 more source
Beyond the home: rethinking heritage language maintenance as a collective responsibility. [PDF]
Front PsycholInan S, Harris YR.
europepmc +1 more source
Hardware‐Software Codesign of 2D Neuromorphic Optoelectronic Device for Dynamic Gesture Recognition
Advanced Intelligent Systems, EarlyView.Dynamic gesture recognition based on an in‐sensor reservoir and its synaptic behaviors. Dynamic image recognition with in‐sensor function is achieved, leveraging the capabilities of in‐sensor reservoir computing. Such a computing architecture integrates the sensory capabilities of the retina with the computational advantages of the brain, forming an ...
Jiarui Wang +5 more
wiley +1 more source
Art in the abyss: creativity and the schizophrenic mind. [PDF]
Front PsychiatryT S S +9 more
europepmc +1 more source
Energy‐Efficient Online Training with In Situ Parallel Computing on Electrochemical Memory Arrays
Advanced Intelligent Systems, EarlyView.By leveraging the intrinsic functionalities of electrochemical random‐access memory, the conductance response to pulse amplitude and quantity enables stochastic multiplication and parallel outer‐product operations between two vectors. This approach significantly accelerates weight gradient computations while reducing time complexity, latency, and ...
Yingming Lu +7 more
wiley +1 more source