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285 matches · Numerical Methods and Algorithms

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001Extension of the safeguarding stepsize interval in Adaptive Gradient DescentOpenAlexPaperSaneatsu Kagawa, Nobuo YamashitaJul 14
002Randomized Sketching is Robust to Low-Precision Rounding on GPUsOpenAlexPaperAryaman Jeendgar, Clément Flint et al.Jun 18
003Towards Delta Aware Training: Efficient DNN Weight Storage for Resource-Constrained FPGAsOpenAlexPaperDavid Peter Federl, Lukas Einhaus et al.Jun 15
004Optimizing Convolutional Operation and Dataflow in FPGA Acceleration of Bayesian Convolutional Neural NetworkOpenAlexPaperShulei Wang, Yun Ling et al.Jun 12
005FPGA-Based Implementation of Artificial Neural Network for Accelerated Handwritten Digit RecognitionOpenAlexPaperMahdi Madani, El‐Bay BourennaneJun 1
006SeVeDo: A Heterogeneous Transformer Accelerator for Low-Bit Inference via Hierarchical Group Quantization and SVD-Guided Mixed PrecisionOpenAlexPaperYuseon Choi, Sangjin Kim et al.May 24
007A Type II Square-Discriminant Framework for Sums of Three CubesOpenAlexPaperBob JeffersonMay 15
008A structural optimization method for floating dock gates based on an improved particle swarm–simulated annealing algorithmOpenAlexPaperChangjie Ying, Guan Guan et al.May 14
009A Type II Square-Discriminant Framework for Sums of Three CubesOpenAlexPaperBob JeffersonMay 2
010The Septenary Unitary Conversion (SUC): A Blueprint for AI Optimization and Data CompressionOpenAlexPaperGautam PalApr 26
011The Septenary Unitary Conversion (SUC): A Blueprint for AI Optimization and Data CompressionOpenAlexPaperGautam PalApr 26
012On the performance scalability of FPGA accelerators for Wind LiDARsOpenAlexPaperAnastasios Xynos, George Lentaris et al.Apr 23
013Quadrature Over-the-Air-Computing for Multimodal Dual-Stream Signal ProcessingOpenAlexPaperHyeon Seok Rou, Kengo Ando et al.Apr 21
014СОЦІАЛЬНА АДАПТАЦІЯ ВОЇНІВ УКРАЇНСЬКО-РОСІЙСЬКОЇ ВІЙНИ ЗА ДОПОМОГОЮ СПОРТУ (НА ПРИКЛАДІ СУЧАСНОГО П'ЯТИБОРСТВА)OpenAlexPaperВасиль Дрожжин, Генадій КотлобайApr 21
015Breaking the DSP Wall: A Software–Hardware Co-Designed, Adaptive Error-Compensated MAC Architecture for Efficient Edge AIOpenAlexPaperChangyan Liu, Juntai HeiyanApr 10
016N6 Inevitability Engine: Energy-Efficient Neural Architectures from Perfect Number ArithmeticOpenAlexPaperTECS-L ProjectApr 4
017N6 Inevitability Engine: Energy-Efficient Neural Architectures from Perfect Number ArithmeticOpenAlexPaperTECS-L ProjectApr 4
018Energy-Efficient Dual-Core RISC-V Architecture for Edge AI Acceleration with Dynamic MAC Unit ReuseOpenAlexPaperCristian Andy TânaseApr 1
019Design of an Area-Efficient Weight-Embedded Convolutional Neural Network Processor Based on Quantization and Shift-and-Add Operations for Edge Artificial Intelligence AccelerationOpenAlexPaperKorean Industrial Technology Convergence Society, Tae-Wook LeeMar 30
020Supernetwork-based efficient mapping of deep learning applications to mixed-precision hardware using model adaptationOpenAlexPaperHadjer Benmeziane, Corey Lammie et al.Mar 27
021Low-Power FPGA-Based OCR Accelerator for Alphanumeric Character Recognition Using Binary Neural NetworksOpenAlexPaperS Navaneethan, E. Sanjay et al.Mar 26
022NEUROHASH: КРИПТОГРАФИЧЕСКАЯ НЕЙРОСЕТЕВАЯ ХЭШ-ФУНКЦИЯ РАЗМЕРОМ 8 КБOpenAlexPaperМария СурковаMar 25
023PPAI: Polygonal Projection for Auditable Inference — Verifiable Neural Network Inference via Orthogonal FactorizationOpenAlexPaperEldhose ManiMar 16
024PPAI: Polygonal Projection for Auditable Inference — Verifiable Neural Network Inference via Orthogonal FactorizationOpenAlexPaperEldhose ManiMar 16
025Accelerating Machine Learning: Hardware Implementations of Sigmoid and Tanh Activation FunctionsOpenAlexPaperManish I. Patel, Aditya Vartak et al.Mar 2
026FPGA-Based Implementation and Software Verification of a 3×3 Convolution Core for Edge AI SystemsOpenAlexPaperHanwen ZhangFeb 28
027Meta-Evolutionary Discovery of Reusable Factorization Pipelines: Autonomous Parameter Scaling for Semiprime Decomposition via Genetic Programming (The Mathosomes Factory)OpenAlexPaperJason AusbornFeb 27
028Parallelizing the Approximate Minimum Degree Ordering Algorithm: Strategies and EvaluationOpenAlexPaperYen-Hsiang Chang, Aydın Buluç et al.Feb 13
029Efficient Edge AI Inference for Real-Time Verification of Sudden Unintended AccelerationOpenAlexPaperHeeSeok ChoiFeb 5
030Enhancing the Accuracy of Standard Normal Distribution ApproximationsOpenAlexPaperOmar Eidous, Loai Alzoubi et al.Jan 24
031The Calculation of the Perimeter of an Ellipse via Projection and CalculusOpenAlexPaperJialun YangJan 24
032Overcoming quadratic hardware scaling for a fully connected digital oscillatory neural networkOpenAlexPaperBram F. Haverkort, Aida Todri‐SanialJan 15
033Policy Synthesis for Interval MDPs via Polyhedral Lyapunov FunctionsOpenAlexPaperNegar Monir, Sadegh SoudjaniJan 6
034UniGD: A Unified Pipelined FPGA Accelerator for Analytical and Numerical Gradient Descent in Edge AIOpenAlexPaperPrachi Mukherji, Seema Rajput et al.Jan 3
035A Low-Latency Three-Phase ROI Cropping Architecture for Real-Time Single-Object Localization on FPGAOpenAlexPaperIn A Gwon, Sang Yoon ParkJan 1
036A Neural Architecture Search Optimized Mixed-Precision Systolic-in-Systolic DNN Accelerator on FPGAOpenAlexPaperSixiao Huang, Xu Shi et al.Jan 1
037An Enhanced Artificial Hummingbird AlgorithmOutperforms Established Metaheuristics in DMFCParameter OptimizationOpenAlexPaperShaffu Last_Name1, Shruti Arora et al.Jan 1
038Computing Fixpoints of Learned Functions: Chaotic Iteration and Simple Stochastic GamesOpenAlexPaperPaolo Baldan, Sebastian Gurke et al.Jan 1
039Lightweight Attention Mechanisms Using Nyström Low-Rank Approximation and Their Computational ArchitecturesOpenAlexPaperYushi Furuta, Kota Ando et al.Jan 1
040On the Precision of Impedance Argument Estimation in the Presence of Additive NoiseOpenAlexPaperMariana Lopes Teixeira, Francisco AlegríaJan 1
041Polygonal Projection for Auditable InferenceOpenAlexPaperEldhose ManiJan 1
042Reconfigurable Multi-Precision Multipliers for Energy- Efficient CNN Acceleration for Visual AI in ICT SystemsOpenAlexPaperMuhammad Hamis Haider, Hyuk-Jae Lee et al.Dec 31, 2025
043LiteMish: A Computationally Efficient and Smooth Algebraic Alternative to MishOpenAlexPaperArman Javan Sekhavat PishkhaniDec 29, 2025
044Binary Neural Network Implementation for Handwritten Digit Recognition on FPGAOpenAlexPaperEmir Devlet Ertörer, Cem ÜnsalanDec 22, 2025
045FPGA Implementation of Chaos-Enhanced Bat Algorithm for Real-Time Constrained Engineering OptimizationOpenAlexPaperRabab Ouchker, Ismail Mchichou et al.Dec 18, 2025
046Implementation and Analysis of Thermometer Encoding in DWN FPGA AcceleratorsOpenAlexPaperMecik, Michael, Kumm, MartinDec 17, 2025
047LiteMish: A Computationally Efficient and Smooth Algebraic Alternative to MishOpenAlexPaperArman Javan Sekhavat PishkhaniDec 16, 2025
048Busca Linear e Usain BoltOpenAlexPaperNalanda Moreira Nascimento, Teles Araújo FernandesDec 9, 2025
049LogicSparse: Enabling Engine-Free Unstructured Sparsity for Quantised Deep-Learning AcceleratorsOpenAlexPaperChanghong Li, B. Basu et al.Dec 2, 2025
050Optimal Local Path Planner Over Receding Horizon Using Open Interval B-SplineOpenAlexPaperLucas Si Larbi, Eric Lucet et al.Nov 26, 2025
051Energy-Efficient CNN Acceleration with MSDF Digit-Serial Arithmetic on FPGAOpenAlexPaperMuhammad Usman, Yousef Sadegheih et al.Nov 17, 2025
052da4ml: Distributed Arithmetic for Real-time Neural Networks on FPGAsOpenAlexPaperChang Sun, Zhiqiang Que et al.Nov 17, 2025
053Structured Layerwise Pruning via Extended-Interval Activation- and Derivative-Based Significance MeasuresOpenAlexPaperMansoor Ahmad, Sher Afghan et al.Nov 12, 2025
054LogicSparse: Enabling Engine-Free Unstructured Sparsity for Quantised Deep-learning AcceleratorsOpenAlexPaperLi, Changhong, Basu, Biswajit et al.Nov 5, 2025
055FLOATING–POINT ADDER IN DIGITAL PHOTONIC COMPUTING SYSTEMSOpenAlexPaperD.A. Sorokin, I.I. LevinOct 31, 2025
056FPGA Acceleration of Convolutional Neural Networks at the Edge: A Comparative Study on High-Level Synthesis FrameworksOpenAlexPaperJoão Rodrigo Faria, Fábio D. L. Coutinho et al.Oct 28, 2025
057FlexiCore-DNN: A Configurable and Templated Architecture for End-to-End FPGA Acceleration of Deep Neural NetworksOpenAlexPaperRao Fu, Wenhao Huang et al.Oct 21, 2025
058HEA <sub>2</sub> -MAC: A Hybrid Exponent-Aware Approximate MAC for Efficient CNN ProcessingOpenAlexPaperWeixuan Wang, Zihan Zou et al.Oct 17, 2025
059An in-depth look at approximation via deep and narrow neural networksOpenAlexPaperJoris Dommel, Sven‐Ake WegnerOct 15, 2025
060FPGA-Accelerated Neural Network Inference via a μkernel-Enabled Bytecode InterpreterOpenAlexPaperSangcheol Park, Suhwan Park et al.Oct 15, 2025

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