An Unsupervised Approach to Learning and Early Detection of Spatio-Temporal Patterns Using Spiking Neural Networks

被引：0
|
作者：
Rekabdar, Banafsheh [1 ]
Nicolescu, Monica [1 ]
Kelley, Richard [1 ]
Nicolescu, Mircea [1 ]
机构：
[1] Computer Science and Engineering Department, University of Nevada, Reno, Reno,NV,89557, United States
来源：
Journal of Intelligent and Robotic Systems: Theory and Applications | 2015年 / 80卷
关键词：
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Sampling - Encoding (symbols) - Neural networks - Image recognition - Neurons
引用
收藏
页码：83 / 97
相关论文
共 8 条
  • [1] A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models
    Bolt, Andrew
    Huston, Carolyn
    Kuhnert, Petra
    Dabrowski, Joel Janek
    Hilton, James
    Sanderson, Conrad
    arXiv, 2022,
  • [2] Gait feature learning via spatio-temporal two-branch networks
    Chen, Yifan
    Li, Xuelong
    Pattern Recognition, 147
  • [3] Spatio-temporal prediction of freeway congestion patterns using discrete choice methods
    Metzger, Barbara
    Loder, Allister
    Kessler, Lisa
    Bogenberger, Klaus
    EURO Journal on Transportation and Logistics, 2024, 13
  • [4] A spatio-temporal processing Padé approach for visualizing harmonic distortion propagation on electrical networks
    Betancourt, Ramón J.
    Barocio, Emilio
    Rergis, Carlos M.
    González-López, Juan M
    Sánchez, Antonio Concha
    Electric Power Systems Research, 2022, 203
  • [5] ProductGraphSleepNet: Sleep Staging using Product Spatio-Temporal Graph Learning with Attentive Temporal Aggregation
    Einizade, Aref
    Nasiri, Samaneh
    Sardouie, Sepideh Hajipour
    Clifford, Gari
    arXiv, 2022,
  • [6] Estimation of Extreme Rainfall Patterns Using Generalized Linear Mixed Model for Spatio-temporal data in West Java, Indonesia
    Rachmawati, Ro'Fah Nur
    Procedia Computer Science, 2021, 179 : 330 - 336
  • [7] A Spatio-Temporal Analysis of Land Cover Change Detection Using Geo-spatial Technologies on Muthurajawela Marsh-Negombo Lagoon Wetland Complex
    Ashali, B.G.K.
    Geethalankara, A.M.A.R.
    45th Asian Conference on Remote Sensing, ACRS 2024, 2024,
  • [8] A Neural Networks Approach for Volcanic Ash Detection in the 2019 Raikoke Eruption Using S3-SLSTR Data
    Petracca, I.
    Santis, D. De
    Corradini, S.
    Guerrieri, L.
    Picchiani, M.
    Merucci, L.
    Stelitano, D.
    Frate, F. Del
    Prata, F.
    Salvucci, G.
    Schiavon, G.
    International Geoscience and Remote Sensing Symposium (IGARSS), 2022, 2022-July : 7344 - 7347
1