New results on impulsive Cohen–Grossberg neural networks

C Aouiti, F Dridi - Neural Processing Letters, 2019 - Springer
This paper is concerned with an impulsive Cohen–Grossberg neural networks with mixed
delays. Under proper conditions, we studied the existence, the uniqueness and the global …

Pseudo Almost Automorphic Solutions of Neutral Type Clifford-Valued High-Order Hopfield Neural Networks with D Operator

C Aouiti, F Dridi, Q Hui, E Moulay - Neural Processing Letters, 2021 - Springer
The aim of this article is to study neutral type Clifford-valued high-order Hopfield neural
networks with mixed delays and D operator. New criteria are established for the existence …

EEG feature learning with intrinsic plasticity based deep echo state network

R Fourati, B Ammar, Y **… - 2020 international joint …, 2020 - ieeexplore.ieee.org
In this paper, deep EEG feature learning method is proposed for emotion recognition. It is
well known that EEG signals dramatically vary from person to person, thereby making …

Piecewise asymptotically almost automorphic solutions for impulsive non-autonomous high-order Hopfield neural networks with mixed delays

C Aouiti, F Dridi - Neural Computing and Applications, 2019 - Springer
This paper is concerned with an impulsive non-autonomous high-order Hopfield neural
network with mixed delays. Under proper conditions, we studied the existence, the …

Stability and exponential synchronization of high-order hopfield neural networks with mixed delays

H Brahmi, B Ammar, F Chérif, AM Alimi - Cybernetics and systems, 2017 - Taylor & Francis
This paper investigates the problems of stability and synchronization for high-order recurrent
neural networks with mixed delays. Firstly, we establish sufficient conditions to ensure the …

On the weighted pseudo-almost periodic solution for BAM networks with delays

B Ammar, H Brahmi, F Chérif - Neural Processing Letters, 2018 - Springer
In this paper, a class of Bidirectional Associative Memory neural networks with time-varying
weights and continuously distributed delays is discussed. Sufficient conditions are obtained …

Pseudo almost periodic solutions of impulsive recurrent neural networks with mixed delays

H Brahmi, B Ammar, AM Alimi… - 2016 international joint …, 2016 - ieeexplore.ieee.org
This work is concerned with the existence and uniqueness of pseudo almost-periodic
solution for a class of impulsive recurrent neural network networks with mixed delays. Some …

[PDF][PDF] Auto-encoder-BoF/HMM system for arabic text recognition

N Rahal, M Tounsi, AM Alimi - arxiv Preprint, 2018 - arxiv.org
The recognition of Arabic text, in both handwritten and printed forms, represents a fertile
provenance of technical difficulties for Optical Character Recognition (OCR). Indeed, the …

[PDF][PDF] Asymptotically almost automorphic solution of high order recurrent neural networks with mixed delays

H Brahmi, B Ammar, F Cherif, AM Alimi… - neural networks, 2016 - academia.edu
This work aims to investigate a class of high-order recurrent neural networks. Various criteria
are established for the existence and uniqueness of asymptotic almost automorphic …

An Analysis On The Weighted Pseudo Almost Periodic Solutions of Hornns With Variable Delays

R Yazgan, C Tunç - Palestine Journal of Mathematics, 2023 - avesis.yyu.edu.tr
This study belongs to a class of high order recurrent neural networks differential equations
with variable delays. With the help of theory of weighted pseudo almost periodic (WPAP) …