001 Multiresolution Neural Network for One-Class Learning of Machine Sounds OpenAlex Paper Xiran Zhang, Vincent Lostanlen et al. Aug 31 002 A Comparative Study of Gradient Descent and Stochastic Gradient Descent in Neural Network Function Approximation OpenAlex Paper Pu Gong 4 days ago 003 Code and Data Repository for Weighted Optimal Classification Forests OpenAlex Paper Alberto Japón, Víctor Blanco et al. 4 days ago 004 METHOD, SYSTEM, AND APPARATUS FOR DETERMINISTICALLY GOVERNED PROBABILISTIC NEURAL COMPUTATION OpenAlex Paper Leon Calvin II long 6 days ago 005 METHOD, SYSTEM, AND APPARATUS FOR DETERMINISTICALLY GOVERNED PROBABILISTIC NEURAL COMPUTATION OpenAlex Paper Leon Calvin II long 6 days ago 006 The statistical physics of learning in under- and over-parameterized layered neural networks OpenAlex Paper Otavio Citton, Frederieke Richert et al. 6 days ago 007 A systematic comparative analysis of knowledge distillation paradigms across a family of efficient hybrid 3D CNN architectures OpenAlex Paper Mohammad Rasras, Iuliana Marin 7 days ago 008 ReLU$^k$ Neural de Rham Complexes OpenAlex Paper Kaibo Hu, Jindong Wang et al. 7 days ago 009 Activation-Induced Symmetric Kernels for Neural Network Approximation with Quantitative Error Analysis OpenAlex Paper George A. Anastassiou, Seda Karateke et al. Jul 23 010 CQSGA: A Chaotic and Quantum-Enhanced Snow Geese Algorithm for Complex Optimisation Problems OpenAlex Paper Panhu Pei Jul 23 011 Constraint Unlearnability in Overparameterized Neural Networks OpenAlex Paper Hongyu Qi, Zhen Tan Jul 23 012 Design of interval type-2 fuzzy logic systems using dung beetle optimizer for fuzzy identification OpenAlex Paper Rui Wu, Yang Chen et al. Jul 23 013 Hierarchical Reinforcement Learning with Optimal Level Synchronization Based on Flow-Based Deep Generative Model OpenAlex Paper JaeYoon Kim, Junyu Xuan et al. Jul 23 014 Software design phase risk estimation using extreme learning machine OpenAlex Paper Tabrez Khan, Mohammad Islam et al. Jul 23 015 Three-Layer Perceptron Position and Size Encoding in Shapes Classification Tasks OpenAlex Paper Carlo Ciulla Jul 23 016 APG Structural Foundation Models OpenAlex Paper Md. Amir Khusru Akhtar Jul 22 017 APG Structural Foundation Models OpenAlex Paper Md. Amir Khusru Akhtar Jul 22 018 Discrete distributions are learnable from metastable samples OpenAlex Paper Abhijith Jayakumar, Andrey Y. Lokhov et al. Jul 22 019 Neural Network Preliminaries OpenAlex Paper Max Welling, Sirui Lu et al. Jul 22 020 Representation Learning of Dynamic Networks OpenAlex Paper Haixu Wang, Jiguo Cao et al. Jul 22 021 Training Morphological Perceptron with Competitive Layer using Convex-Concave Procedure OpenAlex Paper Marcos Eduardo Valle, Iara Cunha Jul 22 022 Гладкая регуляризация градиентного взрыва и устранение неопределённостей в критических точках функций активации глубоких нейросетей (LLM) на основе RICIS-III OpenAlex Paper Дмитрий Алейников Jul 22 023 Гладкая регуляризация градиентного взрыва и устранение неопределённостей в критических точках функций активации глубоких нейросетей (LLM) на основе RICIS-III OpenAlex Paper Дмитрий Алейников Jul 22 024 Adaptive self-supervised learning for real-time problem solving in autonomous systems OpenAlex Paper Nagunuri Rajender, Girish Reddy Ginni et al. Jul 21 025 Enhancing BNN storage and performance requirements via efficient quantization and variable encoding OpenAlex Paper Marc Ordoñez, Franyell Silfa et al. Jul 21 026 The Rectifier Is the Reader: Identifiability of One-Sided Neural Codes and the Two-Sided Ledger OpenAlex Paper Nathan Ryan Young Jul 21 027 The Rectifier Is the Reader: Identifiability of One-Sided Neural Codes and the Two-Sided Ledger OpenAlex Paper Nathan Ryan Young Jul 21 028 CNVS, Monte Carlo Test Suite: Executable Validation Report OpenAlex Paper Massimo Comitato Jul 20 029 Complex Fuzzy Systems in Signal Processing and Learning: Mathematical Foundations, Inference Architecture, and Convergence Analysis OpenAlex Paper Avinash Kumar, Ravi Shanker Kumar et al. Jul 20 030 МРЕЖЕ СА РУПОМ – КОНТРАПРИМЕРИ ЗА ТИП R (NETWORKS WITH A HOLE – COUNTEREXAMPLES FOR TYPE R) OpenAlex Paper Ranko Bošnjak Jul 20 031 МРЕЖЕ СА РУПОМ – КОНТРАПРИМЕРИ ЗА ТИП R (NETWORKS WITH A HOLE – COUNTEREXAMPLES FOR TYPE R) OpenAlex Paper Ranko Bošnjak Jul 20 032 E8 Geometric Attention: Deterministic Root-Vector Navigation Replaces Statistical Gradient Descent — E8 Intelligence Research OpenAlex Paper Andrew Stewart Caldin Jul 19 033 E8 Geometric Attention: Deterministic Root-Vector Navigation Replaces Statistical Gradient Descent — E8 Intelligence Research OpenAlex Paper Andrew Stewart Caldin Jul 19 034 Neural Spirality Scaling Laws — Chinese Translation & Operator Guide OpenAlex Paper DR (Deep Research Agent), MKP et al. Jul 19 035 Neural Spirality Scaling Laws — Chinese Translation & Operator Guide OpenAlex Paper DR (Deep Research Agent), MKP et al. Jul 19 036 Centroid type-reduction of interval type-2 fuzzy logic systems based on extended binary algorithms OpenAlex Paper Nina Ma, Yang Chen Jul 18 037 Adaptive nonlinear learning framework with dynamic representations for scalar-on-function regression OpenAlex Paper Jiayu Shang, Xiao‐Jun Zeng Jul 17 038 Artificial Neural Networks: The MVP OpenAlex Paper Thanos Panagopoulos Jul 17 039 Implementación frugal de una red neuronal cuantizada para clasificación de agarres mediante señales sEMG OpenAlex Paper Joaquín Trallero Laborda, B. Calvo et al. Jul 17 040 On high probability of universal approximation in random basis expansions with non-continuous weight sampling OpenAlex Paper John E. Darges Jul 17 041 A New Architecture of Agent OpenAlex Paper Jinxin Wei, Zhe Hou Jul 16 042 A New Architecture of Agent OpenAlex Paper Jinxin Wei, Zhe Hou Jul 16 043 Learning-Rate Scheduling for Neural Network Training: A Scoping Review of ReduceLROnPlateau, Cosine Annealing with Warm Restarts, Cyclical Learning Rates, and Linear Warmup with Linear Decay OpenAlex Paper SPGE Illukkumbura Jul 16 044 Retrieval-Augmented Generation (RAG) and Artificial Intelligence OpenAlex Paper Ahmed Banafa Jul 16 045 A Data‐Driven Closed‐Loop Control Approach to Drive Neural State Transitions for Mechanistic Insight OpenAlex Paper Niklas Emonds, Evelyn Herberg et al. Jul 15 046 Quantum Adaptive Self-Attention for Quantum Transformer Models OpenAlex Paper Chi‐Sheng Chen, En-Jui Kuo Jul 15 047 Adversarial dynamical systems characterize when data-driven learning succeeds or fails OpenAlex Paper Matthew Colbrook, Igor Mezić et al. Jul 14 048 Canonical correlation analysis of stochastic trends via functional approximation OpenAlex Paper Massimo Franchi, Iliyan Georgiev et al. Jul 14 049 Extension of the safeguarding stepsize interval in Adaptive Gradient Descent OpenAlex Paper Saneatsu Kagawa, Nobuo Yamashita Jul 14 050 Kernel gradient descent algorithm based on Cauchy loss function OpenAlex Paper Hongfei Xu, Xiao Zhang et al. Jul 14 051 Neural Networks as Tholonic Systems: A Structural Framework for Architecture, Scaling, and Alignment-by-Design OpenAlex Paper J MILTON Jul 14 052 Neural Networks as Tholonic Systems: A Structural Framework for Architecture, Scaling, and Alignment-by-Design OpenAlex Paper J MILTON Jul 14 053 Reti Neurali e Sistemi Basati su Regole Utilizzati per Individuare Correlazioni Razionali e Scientifiche tra l&#8217;Essere Qui e Ora e le Condizioni dell&#8217;Aldilà OpenAlex Paper Francesco Pia Jul 14 054 <p>The supporting information file titled ‘S3_File.pdf’ depicts the topologies of the DNN models adopted in the study.</p> OpenAlex Paper Mahadee Al Mobin (17636211), Arju Manara Begum (24386346) Jul 13 055 The Universal Paradigm of Self-Recursive Dichotomous Closure — Main Thesis & Technical Supplement OpenAlex Paper Wenyi Gu Jul 13 056 The Universal Paradigm of Self-Recursive Dichotomy Closure: Axiomatic Foundation, Quantitative Scaling, Domain Applications and Self-Consistency Verification (Four-Paper Collection · Complete Public Version) OpenAlex Paper Wenyi Gu Jul 13 057 Adaptive Batch Variance-Reduced Optimization for Online Self-Organizing RBFNNs with Incremental Learning OpenAlex Paper Lim Eng Aik Jul 12 058 Meta-constrained extreme learning machines: a novel approach for classification problems OpenAlex Paper Zafer Serin, Cihan Karakuzu et al. Jul 12 059 A Study on Self-Reconstructing Random Forest (SRRF): Joint Optimization of Classification and Feature Reconstruction OpenAlex Paper Jincheng Zhang Jul 11 060 A Study on Self-Reconstructing Random Forest (SRRF): Joint Optimization of Classification and Feature Reconstruction OpenAlex Paper Jincheng Zhang Jul 11