{"total":33,"rows":[{"id":"2203.11316","title":"Random vector functional link network: recent developments, applications, and future directions","created":"2022-02-13","cited_by_count":33,"area":null},{"id":"2306.16830","title":"Sampling weights of deep neural networks","created":"2023-06-29","cited_by_count":20,"area":null},{"id":"2307.06104","title":"Deep learning for dynamic graphs: models and benchmarks","created":"2023-07-12","cited_by_count":19,"area":null},{"id":"2111.08190","title":"Learning Augmentation Distributions using Transformed Risk Minimization","created":"2021-11-16","cited_by_count":13,"area":null},{"id":"2105.08199","title":"Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images","created":"2021-05-17","cited_by_count":9,"area":null},{"id":"2410.23467","title":"Koopman-informed recurrent neural networks","created":"2024-10-30","cited_by_count":8,"area":null},{"id":"2106.00881","title":"Hyperdimensional Computing for Efficient Distributed Classification with Randomized Neural Networks","created":"2021-06-02","cited_by_count":7,"area":null},{"id":"2206.03854","title":"Asymptotic Stability in Reservoir Computing","created":"2022-06-07","cited_by_count":5,"area":null},{"id":"2408.12664","title":"Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience","created":"2024-08-22","cited_by_count":5,"area":null},{"id":"2510.05060","title":"ResCP: Reservoir Conformal Prediction for Time Series Forecasting","created":"2025-10-06","cited_by_count":5,"area":null},{"id":"2103.04710","title":"Cluster-based Input Weight Initialization for Echo State Networks","created":"2021-03-08","cited_by_count":4,"area":null},{"id":"2201.04543","title":"Eigenvalue Distribution of Large Random Matrices Arising in Deep Neural Networks: Orthogonal Case","created":"2022-01-12","cited_by_count":4,"area":null},{"id":"2102.08634","title":"On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification","created":"2021-02-17","cited_by_count":3,"area":null},{"id":"2206.09182","title":"Coin Flipping Neural Networks","created":"2022-06-18","cited_by_count":3,"area":null},{"id":"2302.13582","title":"Neural Graph Revealers","created":"2023-02-27","cited_by_count":3,"area":null},{"id":"2303.15953","title":"Randomly Initialized Subnetworks with Iterative Weight Recycling","created":"2023-03-28","cited_by_count":3,"area":null},{"id":"2103.17142","title":"Compressing 1D Time-Channel Separable Convolutions using Sparse Random Ternary Matrices","created":"2021-03-31","cited_by_count":2,"area":null},{"id":"2311.08150","title":"The Hyperdimensional Transform for Distributional Modelling, Regression and Classification","created":"2023-11-14","cited_by_count":2,"area":null},{"id":"2203.09382","title":"Euler State Networks: Non-dissipative Reservoir Computing","created":"2022-03-17","cited_by_count":1,"area":null},{"id":"2206.08464","title":"PRANC: Pseudo RAndom Networks for Compacting deep models","created":"2022-06-16","cited_by_count":1,"area":null},{"id":"2501.04182","title":"Random weights of DNNs and emergence of fixed points","created":"2025-01-07","cited_by_count":1,"area":null},{"id":"2506.04352","title":"Half-Layered Neural Networks","created":"2025-06-04","cited_by_count":1,"area":null},{"id":"2105.04430","title":"An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery","created":"2021-05-10","cited_by_count":0,"area":null},{"id":"2204.13991","title":"Physical Deep Learning with Biologically Plausible Training Method","created":"2022-04-01","cited_by_count":0,"area":null},{"id":"2206.03734","title":"On gradient descent training under data augmentation with on-line noisy copies","created":"2022-06-08","cited_by_count":0,"area":null},{"id":"2505.10331","title":"Emergence of Structure in Ensembles of Random Neural Networks","created":"2025-05-15","cited_by_count":0,"area":null},{"id":"2505.19054","title":"RANDPOL: Parameter-Efficient End-to-End Quadruped Locomotion via Randomized Policy Learning","created":"2025-05-25","cited_by_count":0,"area":null},{"id":"2510.01012","title":"Random Feature Spiking Neural Networks","created":"2025-10-01","cited_by_count":0,"area":null},{"id":"2511.00792","title":"Fast PINN Eigensolvers via Biconvex Reformulation","created":"2025-11-02","cited_by_count":0,"area":null},{"id":"2604.09361","title":"Stochastic-Dimension Frozen Sampled Neural Network for High-Dimensional Gross-Pitaevskii Equations on Unbounded Domains","created":"2026-04-10","cited_by_count":0,"area":null},{"id":"2606.04583","title":"HalfNet: Randomized Neural Networks with Learned Subspace Geometry","created":"2026-06-03","cited_by_count":0,"area":null},{"id":"2607.16728","title":"Graph-Embedded Intuitionistic Fuzzy Broad Learning System: A Multi-view Framework","created":"2026-07-18","cited_by_count":0,"area":null},{"id":"2609.03401","title":"Spectral Convergence of Random Feature Method in Multiple Dimensions","created":"2026-09-03","cited_by_count":0,"area":null}],"next_cursor":null}