Risultati della ricerca - decoding (Algorithmsssics OR (algorithm OR (algorithm OR algorithm)))

Is Unsupervised Dimensionality Reduction Sufficient to Decode the Complexities of Electrochemical Impedance Spectra? di Aleksei Makogon, Frederic Kanoufi, Viacheslav Shkirskiy

Sommario: “... of unsupervised machine learning (ML) and in particular dimensionality reduction methods in decoding EIS...”
Testo

Asynchronous multiuser detection for sparse code multiple access with unknown delays: A compressed sensing approach di Dylan Wheeler, Erin E. Tripp, Balasubramaniam Natarajan

Sommario: “... decoding algorithms proposed in the existing literature, including the popular message passing approach...”
Testo

Computer Methods for the Antimicrobial Efficacy of Metal Nanoparticles Against MDR Microbes di Shanza Anzar, Ayesha Sohail, Lubna Sherin, Peter S. Kim

Sommario: “... machine learning classification algorithms to identify the key attributes of inorganic nanoparticles...”
Testo

A sum‐rate maximization for IRS‐aided broadcast SWIPT with time‐switching structure and nonlinear energy harvester di Pham Ngoc Son, Pham Viet Tuan, Van Hiep VU, Mai T. P. Le, Vien Nguyen‐Duy‐Nhat

Sommario: “...) structure for an alternating information decoder and a nonlinear energy harvester. The sum‐rate maximization...”
Testo

Proactive handover optimization via multi‐agent deep reinforcement learning in integrated LEO satellite–terrestrial networks for high‐mobility terminals di Huiyeon Jang, Junyoung Kim, In‐Sop Cho, Minsu Shin, Joon Gyu Ryu, Soyi Jung

Sommario: “... short‐term memory encoder–decoder architecture. This forecasting model enables each MT to predict its...”
Testo

Interactive Analytical Workflow for Material Footprint Decoupling Analysis. di Gomez, Elías

Sommario: “...–Welch algorithm with Viterbi decoding, bootstrap confidence intervals, and panel regressions...”
Testo

Convolutional Neural Network‐Based CT Image Segmentation of Kidney Tumours di Cong Hu, Wenwen Jiang, Tian Zhou, Chunting Wan, Aijun Zhu

Sommario: “... decision algorithm. Firstly, for the phenomenon of tumour false positives, the EfficientNetV2 feature...”
Testo

Joint Ranging and Phase Offset Estimation for Multiple Drones using ADS-B Signatures di Mohammadkarimi, Mostafa, Leus, Geert, Rajan, Raj Thilak

Sommario: “.... It jointly estimates range and PO prior to ADS-B packet decoding; thus, it can improve air safety when packet...”
Testo

Over-the-Air Learning-based Geometry Point Cloud Transmission di Bian, Chenghong, Shao, Yulin, Gunduz, Deniz

Sommario: “... and feature extraction process. At the receiver, SEPT decoder reconstructs the point cloud with latent...”
Testo

GrainGNN: A dynamic graph neural network for predicting 3D grain microstructure di Qin, Yigong, DeWitt, Stephen, Radhakrishnan, Balasubramaniam, Biros, George

Sommario: “... combine pattern finding and altering graph algorithms with two neural networks, a classifier...”
Testo

FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction di Jain, Akriti, Sharma, Saransh, Mukherjee, Koyel, Pal, Soumyabrata

Sommario: “... of transformer layers, autoregressive decoding faces significant computation/latency challenges, particularly...”
Testo

Memory-Efficient Large Language Models for Program Repair with Semantic-Guided Patch Generation di Le-Cong, Thanh, Le, Bach, Murray, Toby

Sommario: “...-first search algorithm. At each decoding step, FLAMES uses semantic feedback from test validation...”
Testo

FlexLLM: Composable HLS Library for Flexible Hybrid LLM Accelerator Design di Zhang, Jiahao, He, Zifan, Fraser, Nicholas, Blott, Michaela, Sun, Yizhou, Cong, Jason

Sommario: “... and decode, and provides a comprehensive quantization suite to support accurate low-bit deployment. Using...”
Testo

Transmit Pinching-Antenna Systems (T-PASS): Connecting Wired to Wireless Communications di Gan, Deqiao, Ouyang, Chongjun, Liu, Yuanwei, Ge, Xiaohu

Sommario: “..., the optimal PA position and successive interference cancellation (SIC) decoding order are derived. Closed-form...”
Testo

Full‐Stack Architectures for Intelligent Brain‐Computer Interfaces di Hee Kyu Lee, Hyun Bin Kim, Sang Uk Park, Janghoon Joo, Jinhong Min, Geumbee Lee, Joohoon Kang, Hyoyoung Jeong, Jae‐Young Yoo, Sang Min Won

Sommario: “..., wireless communication strategies, and neural decoding algorithms. At the interface level, enhancements...”
Testo

Calibration‐Free Electromyography Motor Intent Decoding Using Large‐Scale Supervised Pretraining di Alexander E. Olsson, Nebojša Maleševic, Anders Björkman, Christian Antfolk

Sommario: “... learning algorithms for myoelectric pattern recognition require substantial user‐specific training data...”
Testo

Optimal Signal Processing for Common Randomness Generation over MIMO Gaussian Channels with Applications in Identification di Ezzine, Rami, Labidi, Wafa, Deppe, Christian, Boche, Holger

Sommario: “... allows us to implement correlated random protocols that can lead to faster and more efficient algorithms...”
Testo

Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning di Lu, Ming, Chen, Tong, Ding, Dandan, Zhu, Fengqing, Ma, Zhan

Sommario: “... synthesize decoded STFs and TMFs for high-fidelity video reconstruction at the same resolution as its native...”
Testo

A Versatile Depth Video Encoding Scheme Based on Low-rank Tensor Modeling for Free Viewpoint Video di Sharma, Mansi, Grover, Jyotsana

Sommario: “...-rank approximated representation. The proposed algorithm is applied to encode depth maps of benchmark...”
Testo

Ising Machines' Dynamics and Regularization for Near-Optimal Large and Massive MIMO Detection di Singh, Abhishek Kumar, Jamieson, Kyle, Venturelli, Davide, McMahon, Peter

Sommario: “... it into an algorithm that achieves near-optimal MIMO detection. Massive MIMO systems, that have a large number...”
Testo