The European Physical Journal Special Topics

Volume 234 / No 9 (August 2025)

Discrete Neural Networks: Firing Patterns and Synchronization Strategies – Basics for New AI Technologies

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Discrete Neural Networks: Firing Patterns and Synchronization Strategies - Basics for New AI Technologies

Regular Article

Super extreme events and dragon kings in a memristive coupled Rulkov maps p. 2701

Premraj Durairaj, Sathiyadevi Kanagaraj, Anitha Karthikeyan and Karthikeyan Rajagopal

Published online: 14 May 2024

DOI: 10.1140/epjs/s11734-024-01166-7

Regular Article

Dynamic research of hidden attractors in discrete memristive neural network with trigonometric functions and FPGA implementation p. 2713

Fei Yu, Si Xu, Yue Lin, Ting He, Xiaoli Xiao, Shuo Cai and Yi Li

Published online: 22 April 2024

DOI: 10.1140/epjs/s11734-024-01173-8

Regular Article

Complex dynamical analysis of a discrete memristive neural network and its DSP implementation p. 2731

Zhitang Han, Yinghong Cao, Bo Sun and Jun Mou

Published online: 05 September 2024

DOI: 10.1140/epjs/s11734-024-01320-1

Regular Article

A novel memristor-coupled discrete neural network with multi-stability and multiple state transitions p. 2743

Fan Shi, Yinghong Cao, Xianying Xu and Jun Mou

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01440-8

Regular Article

Fractional discrete neural networks with variable order: solvability, finite time stability and synchronization p. 2761

Amel Hioual, Saleh Alomari, Hassan Al-Tarawneh, Adel Ouannas and Giuseppe Grassi

Published online: 31 May 2024

DOI: 10.1140/epjs/s11734-024-01167-6

Regular Article

A dynamic learning method for phase synchronization control in Hodgkin–Huxley neuronal networks p. 2789

Qianming Ding, Yong Wu, Weifang Huang and Ya Jia

Published online: 23 April 2024

DOI: 10.1140/epjs/s11734-024-01171-w

Review

A review of deep learning techniques for disaster management in social media: trends and challenges p. 2803

T. D. N. Pavani and SreeJagadeesh Malla

Published online: 03 May 2024

DOI: 10.1140/epjs/s11734-024-01172-9

Review

Multi-image encryption combining four-dimensional chaotic systems and multi-layer embedding p. 2827

Kai Zhou, Jiaxin Zhang, Jianhong Xiang and Yu Zhong

Published online: 08 October 2024

DOI: 10.1140/epjs/s11734-024-01321-0

Regular Article

Various dynamics of a ring of non-identical attention deficit disorder maps p. 2845

Negar Massihi, Gokulakrishnan Sriram, Fahimeh Nazarimehr, Farzad Towhidkhah, Karthikeyan Rajagopal and Sajad Jafari

Published online: 14 May 2024

DOI: 10.1140/epjs/s11734-024-01168-5

Regular Article

Emergence of extreme outbreak events in population model p. 2867

S. Dinesh Vijay, S. Leo Kingston, Suresh Kumarasamy and Tomasz Kapitaniak

Published online: 02 October 2024

DOI: 10.1140/epjs/s11734-024-01339-4

Regular Article

Asymptotic stability of fractional linear discrete-time equations with arbitrary time delays p. 2881

Chong Liu, Guo-Cheng Wu and Hu-Shuang Hou

Published online: 07 January 2025

DOI: 10.1140/epjs/s11734-024-01442-6

Open Access

Editorial

Discrete neural networks: firing patterns and synchronization strategies: basics for new AI technologies p. 2697

Santo Banerjee

Published online: 23 July 2025

DOI: 10.1140/epjs/s11734-025-01795-6

Regular Article

Fractional memristive-discrete neural network: projective terminal sliding mode synchronization p. 2775

Fernando E. Serrano and Viet-Thanh Pham

Published online: 29 April 2025

DOI: 10.1140/epjs/s11734-025-01634-8

EPJ

The European Physical Journal Special Topics

Volume 234 / No 9 (August 2025)

Discrete Neural Networks: Firing Patterns and Synchronization Strategies – Basics for New AI Technologies

Discrete Neural Networks: Firing Patterns and Synchronization Strategies - Basics for New AI Technologies

Super extreme events and dragon kings in a memristive coupled Rulkov maps p. 2701

Dynamic research of hidden attractors in discrete memristive neural network with trigonometric functions and FPGA implementation p. 2713

Complex dynamical analysis of a discrete memristive neural network and its DSP implementation p. 2731

A novel memristor-coupled discrete neural network with multi-stability and multiple state transitions p. 2743

Fractional discrete neural networks with variable order: solvability, finite time stability and synchronization p. 2761

A dynamic learning method for phase synchronization control in Hodgkin–Huxley neuronal networks p. 2789

A review of deep learning techniques for disaster management in social media: trends and challenges p. 2803

Multi-image encryption combining four-dimensional chaotic systems and multi-layer embedding p. 2827

Various dynamics of a ring of non-identical attention deficit disorder maps p. 2845

Emergence of extreme outbreak events in population model p. 2867

Asymptotic stability of fractional linear discrete-time equations with arbitrary time delays p. 2881

Discrete neural networks: firing patterns and synchronization strategies: basics for new AI technologies p. 2697

Fractional memristive-discrete neural network: projective terminal sliding mode synchronization p. 2775

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