2 papers
cs.LG2025
Constrained Centroid Clustering: A Novel Approach for Compact and Structured Partitioning
Sowmini Devi Veeramachaneni, Ramamurthy Garimella
This paper presents Constrained Centroid Clustering (CCC), a method that extends classical centroid-based clustering by enforcing a constraint on the maximum distance between the c…
cs.NE2025
Dynamics of Structured Complex-Valued Hopfield Neural Networks
Rama Murthy Garimella, Marcos Eduardo Valle, Guilherme Vieira +2
In this paper, we explore the dynamics of structured complex-valued Hopfield neural networks (CvHNNs), which arise when the synaptic weight matrix possesses specific structural pro…