Convolutional Sparse Coding via the Locally Competitive Algorithm on Loihi 2

Συγγραφείς: Kasenbacher, Geoffrey, Ruepp, Daniel, Ecke, Gerrit A.

Πηγή: Proceedings of the International Conference on Neuromorphic Systems. :116-123

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3822454.3822468

Cross-Domain Intelligent Monitoring Based on Class-Aware Adaptive Sparse Transfer Dictionary Learning for Geological Drilling Process

Συγγραφείς: Du, S., Ma, T., Fan, H., Huang, C., Wu, Y., Pedrycz, W.

Πηγή: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 26(19):28477-28486 Oct, 2026

Linearized Tensor Low-Rank Convolutional Network

Συγγραφείς: Shen, Q., Liu, Z., Wang, H., Liang, Y., Chen, Y., Wang, S.

Πηγή: IEEE Transactions on Artificial Intelligence IEEE Trans. Artif. Intell. Artificial Intelligence, IEEE Transactions on. 7(10):5627-5640 Oct, 2026

Neural Architecture Search With Spatial--Spectral Attention for Higher-Order Nonlinear Hyperspectral Unmixing

Συγγραφείς: Cao, C., Hu, J., Wang, Y., Xu, B., Xiao, F., Gao, X.

Πηγή: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 37(10):5314-5328 Oct, 2026

Tunable Diode Laser Absorption Tomography Based on Convolutional Sparse Coding

Συγγραφείς: Si, Jingjing, Liu, Fangfei, Ma, Xiaodi

Πηγή: 2026 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Instrumentation and Measurement Technology Conference (I2MTC), 2026 IEEE International. :1-6 May, 2026

Relation: 2026 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

Energy-Efficient Radioisotope Identification Using Spiking Neuromorphic Systems

Συγγραφείς: Wang, F., Plagge, M., Ho, Y., Krygier, M.C., Vineyard, C.M., Hill, A.J.

Πηγή: IEEE Transactions on Nuclear Science IEEE Trans. Nucl. Sci. Nuclear Science, IEEE Transactions on. 73(5):1888-1901 May, 2026

Factoring Multi-Channel LFPs into Interpretable Components Using Locally-Competitive Sparse Coding

Συγγραφείς: Bruns, Nicholas G., Kenyon, Garrett T.

Πηγή: 2026 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI) Image Analysis and Interpretation (SSIAI), 2026 IEEE Southwest Symposium on. :85-88 Mar, 2026

Relation: 2026 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)

An Algorithm-Hardware Co-Design for Efficient and Robust Spiking Neural Networks via Sparsity

Συγγραφείς: Liu, Wei, Chen, Yinsheng, Luo, Jilong, Wang, Yusa, Yu, Zhiyi, Xiao, Shanlin

Πηγή: 2026 31st Asia and South Pacific Design Automation Conference (ASP-DAC) Design Automation Conference (ASP-DAC), 2026 31st Asia and South Pacific. :126-132 Jan, 2026

Relation: 2026 31st Asia and South Pacific Design Automation Conference (ASP-DAC)

Efficient Neuromorphic Braille Discrimination in a Predictive-Coding-Inspired Spiking Network

Συγγραφείς: Halbach, Quentin, Müller-Cleve, Simon F., Zizumbo, Jerónimo, Bamford, Simeon, Chicca, Elisabetta, Bartolozzi, Chiara, Franci, Alessio

Πηγή: International Conference on Neuromorphic Computing and Engineering, Aachen, Germany [DE], 29 June - 02 July 2026

Θεματικοί όροι: Neuromorphic Computing, Spiking Neural Networks, Local Synaptic Plasticity, Predictive Coding, Working Memory, Braille Recognition, Sparse Coding, Engineering, computing & technology, Electrical & electronics engineering, Ingénierie, informatique & technologie, Ingénierie électrique & électronique

Σύνδεσμος πρόσβασης: https://orbi.uliege.be/handle/2268/347132

Intelligent Detection of Incipient Faults in SPWM Inverters: A Hyperbolastic-Weighted Robust Sparse Coding Approach

Συγγραφείς: Digar, J., Ghosh, S., Chatterjee, D., Chatterjee, A.

Πηγή: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 26(8):12408-12417 Apr, 2026

Unsupervised Representation Learning From Sparse Transformation Analysis

Συγγραφείς: Song, Y., Keller, T.A., Yue, Y., Perona, P., Welling, M.

Πηγή: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 48(4):4539-4552 Apr, 2026

$\ell _{0}$ℓ0-Regularized Sparse Coding-Based Interpretable Network for Multi-Modal Image Fusion

Συγγραφείς: Panda, G., Kundu, S., Bhattacharya, S., Routray, A.

Πηγή: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 48(4):4081-4097 Apr, 2026

SCTD-ICA: A ICA-Based Approach for Fetal ECG Extraction From Single Channel Abdominal ECG

Συγγραφείς: Asadi, A., Ghaffari, A.

Πηγή: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 30(4):3568-3578 Apr, 2026

Prediction of Sperm Retrieval Outcomes Based on Testicular Ultrasound Images and Dense Convolutional Sparse Coding

Συγγραφείς: Qi, H., Yang, S., Miao, Y., Cui, L., Xue, H., Hua, J., Hong, K., Fang, Y.

Πηγή: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 26(5):7292-7307 Mar, 2026

Design and Implementation of an Intelligent Recognition System for Weld Defects Based on Sparse Dictionary Matrix

Συγγραφείς: Zhang, Qinyang, He, Junjie, Yang, Xiao, Gao, Weixin

Πηγή: 2025 7th International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP) Intelligent Control, Measurement and Signal Processing (ICMSP), 2025 7th International Conference on. :59-62 Nov, 2025

Relation: 2025 7th International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP)

Multi-channel Synergistic Sparse Coding for Bearing Fault Diagnosis

Συγγραφείς: Wang, Ziwei, Wan, Ruiyao, Zhou, Haoxuan, Li, Dingxia, Wang, Xin, Liu, Tao

Πηγή: 2025 IEEE International Conference on Sensing, Diagnostics, Prognostics, and Control Sensing, Diagnostics, Prognostics, and Control, 2025 IEEE International Conference on. :129-133 Nov, 2025

Relation: 2025 IEEE International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC)

Exact Sparse Orthogonal Dictionary Learning

Συγγραφείς: Cao, Yarui, Liu, Kai

Πηγή: 2025 IEEE International Conference on Data Mining (ICDM) ICDM Data Mining (ICDM), 2025 IEEE International Conference on. :110-119 Nov, 2025

Relation: 2025 IEEE International Conference on Data Mining (ICDM)

Discriminative Dictionary Learning based NILM with Spectral Features Extraction using FFT

Συγγραφείς: Ghafoor, Muhammad Zubair, Sajjad, Malik Intisar Ali

Πηγή: 2025 8th International Conference on Energy Conservation and Efficiency (ICECE) Energy Conservation and Efficiency (ICECE), 2025 8th International Conference on. :1-6 Nov, 2025

Relation: 2025 8th International Conference on Energy Conservation and Efficiency (ICECE)

Sparse Fine-Tuning of Transformers for Generative Tasks

Συγγραφείς: Chen, Wei, Yu, Jingxi, Miao, Zichen, Qiu, Qiang

Πηγή: 2025 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2025 IEEE/CVF International Conference on. :18703-18713 Oct, 2025

Relation: 2025 IEEE/CVF International Conference on Computer Vision (ICCV)

An Improved ISAR Imaging Restoration Algorithm Based on Two-Dimensional Sparse Coding

Συγγραφείς: Hao, Hongxing, Yuan, Ye, Yu, Ronghuan, Liu, Desheng

Πηγή: 2025 6th International Conference on Computer Engineering and Intelligent Control (ICCEIC) Computer Engineering and Intelligent Control (ICCEIC), 2025 6th International Conference on. :527-531 Oct, 2025

Relation: 2025 6th International Conference on Computer Engineering and Intelligent Control (ICCEIC)