Integration of NIC algorithms and ANN: A review of different approaches

R Kaur, A Singh, J Singla - 2021 2nd International Conference …, 2021 - ieeexplore.ieee.org
Nature inspired algorithms are inspired from our environment. These algorithms are inspired
by the behaviour of insects, birds and animals etc. In the same way, the artificial neural …

Hebbian Descent: A Unified View on Log-Likelihood Learning

J Melchior, R Schiewer, L Wiskott - Neural Computation, 2024 - direct.mit.edu
This study discusses the negative impact of the derivative of the activation functions in the
output layer of artificial neural networks, in particular in continual learning. We propose …

Comparative survey of swarm intelligence optimization approaches for ANN optimization

J Kaur, A Kalra, D Sharma - … , Control and Devices: Proceedings of ICICCD …, 2018 - Springer
Swarm intelligence (SI) approaches are a group of populace-dependent, nature influenced
meta-heuristic approaches that are impressed via collective intelligence of homogeneous …

[PDF][PDF] Artificial Neural Network Optimization by a Hybrid IWD-PSO Approach for Iris Classification

J Kaur, A Kalra - International Journal of Electronics, Electrical and …, 2017 - researchgate.net
The categorization and identification of type on the base of lone attributes and comportment
constitute an initial measure and is a predominant target in the behavioral sciences …

Hybrid artificial neural network for data classification problem

J Kaur, A Kalra - 2017 4th International Conference On Signal …, 2017 - ieeexplore.ieee.org
The benchmarking databases for artificial neural network (ANN) include several datasets
from several different domains. All datasets exhibit feasible problems which could be called …

Nature inspired computing for optimization

A Kalra, G Tewari - … Systems and Applications in Computer Vision, 2023 - taylorfrancis.com
Optimization is defined as the minimization or maximization of a function and is proved to be
the backbone for solving various complex problems. Researchers promote the use of nature …

[CITAS][C] ANN Model identification: Two Soft Computing Based Approaches

K Ashima, K Shakti, WS Singh