Dynamics and Synchronization of a Neuron Model with Spiking Patterns

被引：0
|
作者：
Pham, Viet-Thanh [1 ]
Serrano, Fernando E. [2 ]
Grassi, Giuseppe [3 ]
Momani, Shaher [4 ,5 ]
Volos, Christos [6 ]
Colella, Riccardo [3 ,7 ]
机构：
[1] Ind Univ Ho Chi Minh City, Fac Elect Technol, Ho Chi Minh City, Vietnam
[2] Univ Politecn Cataluna, Inst Robot & Informat Ind, Barcelona, Spain
[3] Univ Salento, Dept Engn Innovat, Lecce, Italy
[4] Ajman Univ, Nonlinear Dynam Res Ctr, Ajman, U Arab Emirates
[5] Univ Jordan, Fac Sci, Dept Math, Amman, Jordan
[6] Aristotle Univ Thessaloniki, Dept Phys, Thessaloniki, Greece
[7] Natl Res Council Italy, CNR, Lecce, Italy
来源：
2024 13TH INTERNATIONAL CONFERENCE ON MODERN CIRCUITS AND SYSTEMS TECHNOLOGIES, MOCAST 2024 | 2024年
关键词：
neuron; spiking; chaos; synchronization; IMPLEMENTATION;
D O I：
10.1109/MOCAST61810.2024.10615876
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Neuron models serve as a foundational tool in neuroscience, artificial intelligence, and various scientific disciplines. They facilitate our understanding of neural processes and inspire computational models. This work studies neuron model with spiking patterns and its synchronization. Our investigation shows equilibrium, chaos, multi-stability, and spiking of the model. Synchronization is introduced for controlling the state of neuron, which is enlarged for promised applications.
引用
收藏
页数：4
相关论文
共 50 条
  • [1] Spiking patterns of a neuron model to stimulus: Rich dynamics and oxygen's role
    Yao, Chenggui
    He, Zhiwei
    Nakano, Tadashi
    Shuai, Jianwei
    CHAOS, 2018, 28 (08)
  • [2] A spiking neuron model of olfactory bulb dynamics
    Gueorguieva, N
    Valova, I
    Georgiev, G
    IC-AI '04 & MLMTA'04 , VOL 1 AND 2, PROCEEDINGS, 2004, : 319 - 325
  • [3] Spiking optical patterns and synchronization
    Rosenbluh, Michael
    Aviad, Yaara
    Cohen, Elad
    Khaykovich, Lev
    Kinzel, Wolfgang
    Kopelowitz, Evi
    Yoskovits, Pinhas
    Kanter, Ido
    PHYSICAL REVIEW E, 2007, 76 (04):
  • [4] Spiking MT model: Dynamics and motion patterns
    Escobar, M-J
    Masson, G. S.
    Vieville, T.
    Kornprobst, P.
    PERCEPTION, 2007, 36 : 89 - 89
  • [5] A Comparison for Probabilistic Spiking Neuron Model and Spiking Integrated and Fired Neuron Model
    Wang Xiuqing
    Hou Zeng-Guang
    Zeng Hui
    Tan Min
    Wang Yongji
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 5059 - 5064
  • [6] Nonsmooth dynamics in spiking neuron models
    Coombes, S.
    Thul, R.
    Wedgwood, K. C. A.
    PHYSICA D-NONLINEAR PHENOMENA, 2012, 241 (22) : 2042 - 2057
  • [7] A New Spiking Neuron Model
    Chandra, B.
    Babu, K. V. Naresh
    2013 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2013,
  • [8] Neuron dynamics and chaotic synchronization
    Arecchi, FT
    FLUCTUATION AND NOISE LETTERS, 2005, 5 (02): : L163 - L173
  • [9] Effect of Temperature on Synchronization Phenomena in Coupled Spiking Neuron Models
    Sato, Yasuomi D.
    ADVANCES IN COGNITIVE NEURODYNAMICS (II), 2011, : 265 - 269
  • [10] Neuron configuration enhances the synchronization dynamics in ring networks with heterogeneous firing patterns
    Farrera-Megchun, Agustin
    Padilla-Longoria, Pablo
    Santos, Gerardo J. Escalera
    Espinal-Enriquez, Jesus
    Bernal-Jaquez, Roberto
    CHAOS SOLITONS & FRACTALS, 2024, 187
12345