Search Results - "Signal quantization"

Blood Typing at the Edge: A Hybrid Deep Learning Pipeline for Point-of-Care Blood Type Classification.

Authors: Silva, Bruno Abilheira, Enmanuel Dukanovic, Ljiljana et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 12, p6089, 32p

A Novel Computational Model Enabling Continuous Differentiability in Neural Network Quantization.

Authors: Yang, Yu Ma, Zhong Wang, Yuejiao et al.

Source: Applied Sciences (2076-3417); Jun2026, Vol. 16 Issue 11, p5281, 21p

Gridless DOA Estimator for 1.5-Bit Sparse Massive MIMO Systems Based on Covariance Matrix Estimation.

Authors: Peng, Yuan Zheng, Xiongbo Cheng, Zhiyong

Source: Entropy. Jun2026, Vol. 28 Issue 6, p605. 21p.

Asynchronous Resilient H∞ Control of Discrete-Time Switched T-S Fuzzy Systems Via Quantized Inputs.

Authors: Wu, Sike Xiao, Zhongzhang Zheng, Qunxian

Source: International Journal of Fuzzy Systems. Jun2026, Vol. 28 Issue 4, p1127-1140. 14p.

Privacy‐Preserving Federated Learning: Adaptive Quantization and Layer‐Specific Differential Privacy With Client Dropout Mitigation.

Authors: Atia, Ahmad G. Karawia, Abdelrahman A. Fouda, Yasser M. et al.

Source: Applied Computational Intelligence & Soft Computing; 5/30/2026, Vol. 2026, p1-16, 16p

Billion-Scale Vector Search: Architecture, Algorithms, and Enterprise Deployment.

Authors: Shah, Hemang Manish

Source: Journal of Computational Analysis & Applications; 2026, Vol. 35 Issue 5, p221-228, 8p

HAPQ: A Hardware-Aware Pruning and Quantization Pipeline for Event-Based SNN Detection.

Authors: Li, Zhengyinan Wu, Jing

Source: Sensors (14248220). May2026, Vol. 26 Issue 9, p2910. 21p.

A Review of Quantization Techniques for Large Language Models: From Post-Training Quantization to Extreme 1-Bit Methods.

Authors: Vaghasiya, Smit Dey, Baisampayan Patel, Sinalben

Source: International Scientific Journal of Engineering & Management. Apr2026, Vol. 5 Issue 4, p1-5. 5p.

NUQ-MultiTempGAN: Multitemporal Multispectral Image Compression Meets Non-Uniform Quantization.

Authors: Gharagoz, Naser Sadeghi Karaca, Ali Can

Source: Traitement du Signal. Apr2026, Vol. 43 Issue 2, p675-685. 11p.

METHOD FOR ANALYSING COLOR IMAGES BASED ON DIGITAL SIGNAL PROCESSING AND MACHINE LEARNING.

Authors: Fedorov, E. E. Khramova-Baranova, O. L. Utkina, T. Y. et al.

Source: Radio Electronics, Computer Science, Control; 2026, Issue 2, p158-172, 15p

A Hardware-Aware Analysis of PTQ and QAT Quantized CNNs for Object Detection on FPGA.

Authors: Jariri, Noura Allabouche, Kaoutar Benaly, Mohamed et al.

Source: Engineering, Technology & Applied Science Research; Apr2026, Vol. 16 Issue 2, p34498-34504, 7p

A Comparative Analysis of Pruning, Quantization, and Compilation for LightGBMBased Electricity Anomaly Detection on IoT Edge Devices.

Authors: Hadi, Soiful Syafei, Wahyul Amien Wibowo, Adi et al.

Source: Engineering, Technology & Applied Science Research; Apr2026, Vol. 16 Issue 2, p32935-32941, 7p

Finite-Bit Distributed Optimization for UAV Swarms Under Communication Bandwidth Constraints.

Authors: Zhang, Yingzheng Jin, Zhenghong

Source: Symmetry (20738994). Apr2026, Vol. 18 Issue 4, p676. 25p.

Sparse-selective quantization for real-time cyber threat detection in large-scale networks.

Authors: Xie, Yongsheng Wang, Rifeng Dong, Liliang

Source: PLoS ONE. 3/26/2026, Vol. 21 Issue 3, p1-17. 17p.

Dual-Distillation Vision-Language Model for Multimodal Emotion Recognition in Conversation with Quantized Edge Deployment.

Authors: Kim, DeogHwa Lee, Yu il Yoon, Da Hyun et al.

Source: Applied Sciences (2076-3417); Mar2026, Vol. 16 Issue 6, p3103, 29p

SQ-LoRA: Memory-Efficient Language Model Compression Through Stable-Rank-Guided Quantization for Edge Computing Applications.

Authors: Bayat Toksöz, Seda Işik, Gültekin

Source: Applied Sciences (2076-3417); Feb2026, Vol. 16 Issue 4, p2113, 14p

SSKD: Stepwise Self-Knowledge Distillation for Binary Neural Networks in Keyword Spotting.

Authors: Zou, Hailong Zhang, Jionghao Li, Jun et al.

Source: Applied Sciences (2076-3417); Feb2026, Vol. 16 Issue 4, p2021, 25p

Event-Triggered Filtering for Vehicle Sideslip Angle Estimation under Data Quantization and Hybrid Attacks using Quadratic Boundedness.

Authors: Cao, Yongzhen Tang, Xiaoming Qu, Hongchun et al.

Source: International Journal of Fuzzy Systems. Feb2026, Vol. 28 Issue 1, p268-283. 16p.

Pyramid Product Quantization for Approximate Nearest Neighbor Search.

Authors: Wang, Yang Yu, Lu Zhang, Jinbin et al.

Source: Applied Sciences (2076-3417); Jan2026, Vol. 16 Issue 2, p853, 14p

Zero-bit self-adaptive spectral noise shaping for speech and audio coding.

Authors: Omidi Piralideh, Niloofar Gournay, Philippe Lefebvre, Roch

Source: EURASIP Journal on Audio Speech & Music Processing; 1/13/2026, Vol. 2026 Issue 1, p1-21, 21p