Integration of NIC algorithms and ANN: A review of different approaches
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 …
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 …
output layer of artificial neural networks, in particular in continual learning. We propose …
Comparative survey of swarm intelligence optimization approaches for ANN optimization
Swarm intelligence (SI) approaches are a group of populace-dependent, nature influenced
meta-heuristic approaches that are impressed via collective intelligence of homogeneous …
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
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 …
constitute an initial measure and is a predominant target in the behavioral sciences …
Hybrid artificial neural network for data classification problem
The benchmarking databases for artificial neural network (ANN) include several datasets
from several different domains. All datasets exhibit feasible problems which could be called …
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 …
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