neural-networks

Documents about neural-networks

• Spiking neural networks provide accurate and time-efficient models for whisker stimulus classification of the awake mouse.#15181NCBI PubMed Central
• Unraveling the Mechanism of Drug Binding to SARS-CoV-2 RNA Pseudoknot with Thermodynamics-Driven Machine Learning#19037arXiv CS
• End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks#19759Semantic Scholar
• Revisiting co-expression-based automated function prediction in yeast with neural networks and updated Gene Ontology annotations.#28235NCBI PubMed Central
• Can Artificial Neural Networks Be Normative Models of Reason? Limits and Promises of Topological Accounts of Orientation in Thinking#71035PhilArchive
• Analyzing the Relationship between Smoking and Drinking Patterns Using Neural Networks: A Comprehensive Feature-Based Approach#94033PhilArchive
• Parkinson's Disease Detection via Self-Supervised Dual-Channel Cross-Attention on Bilateral Wrist-Worn IMU Signals#120535arXiv CS
• Understanding Language, Not Just Words - Demystifying BERT and the Transformer Architecture#120768DataCite
• Understanding Language, Not Just Words - Demystifying BERT and the Transformer Architecture#120769DataCite
• Image Based Helmet Detection Using Deep Neural Networks#126655Zenodo (CERN)
• Optimizing Biophysical Large-Scale Brain Circuit Models With Deep Neural Networks#133138Unpaywall
• An Integrated Framework for Explainable, Fair, and Observable Hospital Readmission Prediction: Development and Validation on MIMIC-IV#134552arXiv CS
• Beyond Land Surface Temperature: Explainable Spatial Machine Learning Reveals Urban Morphology Effects on Human-Centric Heat Stress#134563arXiv CS
• Exploiting Differential Flatness for Efficient Learning-based Model Predictive Control of Constrained Multi-Input Control Affine Systems#138913arXiv CS
• FED-FSTQ: Fisher-Guided Token Quantization for Communication-Efficient Federated Fine-Tuning of LLMs on Edge Devices#141498arXiv CS
• Template-Fitting Meets Deep Learning: Redshift Estimation Using Physics-Guided Neural Networks#141773arXiv (OAI)
• Unconventional Thermalization of a Localized Chain Interacting with an Ergodic Bath#149321arXiv (OAI)
• A Systematic Review of the Application of Graph Neural Networks to Extract Candidate Genes and Biological Associations.#150264NCBI PubMed Central
• Frame forecasting in cine MRI using the PCA respiratory motion model: comparing recurrent neural networks trained online and transformers#147023arXiv (OAI)
• Automated subcutaneous fat segmentation with a convolutional neural network in magnetic resonance guided high-intensity focused ultrasound treatment for uterine fibroids.#9710PubMed
• On the Role of DAG topology in Energy-Aware Cloud Scheduling : A GNN-Based Deep Reinforcement Learning Approach#5986arXiv CS
• Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks#6189OpenAlex
• ZOO: Zeroth Order Optimization Based Black-box Attacks to Deep Neural Networks without Training Substitute Models#19712Semantic Scholar
• The Lovasz-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks#19722Semantic Scholar
• Multi-objective optimization of building energy performance and indoor thermal comfort by combining artificial neural networks and metaheuristic algorithms#19730Semantic Scholar
• Design optimization of a curved wind turbine blade using neural networks and an aero-elastic vortex method under turbulent inflow#19752Semantic Scholar
• FL-MHSM: Spatially-adaptive Fusion and Ensemble Learning for Flood-Landslide Multi-Hazard Susceptibility Mapping at Regional Scale#31255arXiv CS
• Topology-Driven Fusion of nnU-Net and MedNeXt for Accurate Brain Tumor Segmentation on Sub-Saharan Africa Dataset#31290arXiv CS
• Efficient Multi-Cohort Inference for Long-Term Effects and Lifetime Value in A/B Testing with User Learning#124042arXiv CS
• Revealing Geography-Driven Signals in Zone-Level Claim Frequency Models: An Empirical Study using Environmental and Visual Predictors#126500arXiv CS
• Beyond Expected Information Gain: Stable Bayesian Optimal Experimental Design with Integral Probability Metrics and Plug-and-Play Extensions#126504arXiv CS
• Uncovering Latent Patterns in Social Media Usage and Mental Health: A Clustering-Based Approach Using Unsupervised Machine Learning#138925arXiv CS
• Sustained Gradient Alignment Mediates Subliminal Learning in a Multi-Step Setting: Evidence from MNIST Auxiliary Logit Distillation Experiment#141480arXiv CS
• Observable Performance Does Not Fully Reflect System Organization: A Multi-Level Analysis of Gait Dynamics Under Occlusal Constraint#151719arXiv CS
• Lost in the Hype: Revealing and Dissecting the Performance Degradation of Medical Multimodal Large Language Models in Image Classification#2607arXiv CS
• Shift- and stretch-invariant non-negative matrix factorization with an application to brain tissue delineation in emission tomography data#2618arXiv CS
• Unsupervised Representation Learning with Deep Convolutional Generative\n Adversarial Networks#6169OpenAlex
• How Can We Synthesize High-Quality Pretraining Data? A Systematic Study of Prompt Design, Generator Model, and Source Data#14025arXiv CS
• SynPop-DE: Synthetic population of 40 million German households using generative neural networks#15936OSF
• Atropos: Improving Cost-Benefit Trade-off of LLM-based Agents under Self-Consistency with Early Termination and Model Hotswap#19022arXiv CS
• Recent advances in metasurface design and quantum optics applications with machine learning, physics-informed neural networks, and topology optimization methods#19715Semantic Scholar
• Forecasting outpatient visits using empirical mode decomposition coupled with back-propagation artificial neural networks optimized by particle swarm optimization#19771Semantic Scholar
• Light-XAI: a CADx for explainable cervical cancer detection via attention-based lightweight convolutional neural networks and layer-wise feature fusion.#25606NCBI PubMed Central
• Prediction of Temperature and Moisture Concentration in Autoclave-Cured Epoxy Resin Using Physics-Informed Neural Networks#68211HAL (France)
• Self-Aware Vector Embeddings for Retrieval-Augmented Generation: A Neuroscience-Inspired Framework for Temporal, Confidence-Weighted, and Relational Knowledge#124065arXiv CS
• Stellar age determination using deep neural networks#124332HAL (France)
• Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair#134567arXiv CS
• Two-dimensional NMR from a single pulse: Reconstructing heteronuclear 2D spectra via off-resonance decoupling and deep neural networks.#143201NCBI PubMed Central
• Bandwidth-Scalable Neural Behavioral Modeling of Wideband RF Power Amplifiers : NARX Neural Networks and a Unified Figure of Merit#11454HAL (France)
• Transferable FB-GNN-MBE Framework for Potential Energy Surfaces: Data-Adaptive Transfer Learning in Deep Learned Many-Body Expansion Theory#5973arXiv CS