[HTML][HTML] A path toward explainable AI and autonomous adaptive intelligence: deep learning, adaptive resonance, and models of perception, emotion, and action

S Grossberg - Frontiers in neurorobotics, 2020 - frontiersin.org
Biological neural network models whereby brains make minds help to understand
autonomous adaptive intelligence. This article summarizes why the dynamics and emergent …

[HTML][HTML] Attention: Multiple types, brain resonances, psychological functions, and conscious states

S Grossberg - Journal of integrative neuroscience, 2021 - imrpress.com
This article describes neural models of attention. Since attention is not a disembodied
process, the article explains how brain processes of consciousness, learning, expectation …

Topological biclustering ARTMAP for identifying within bicluster relationships

R Yelugam, LEB da Silva, DC Wunsch II - Neural Networks, 2023 - Elsevier
Biclustering is a powerful tool for exploratory data analysis in domains such as social
networking, data reduction, and differential gene expression studies. Topological learning …

TopoBARTMAP: Biclustering ARTMAP with or without topological methods in a blood cancer case study

R Yelugam, LEB da Silva… - 2020 International Joint …, 2020 - ieeexplore.ieee.org
Biclustering is a special case of subspace clustering that has become viable in several
domains. Particularly, in genomic data analysis, biclustering has been used to identify …

Fractional Adaptive Resonance Theory (Fra-Art): An Extension for Stream Clustering Method with Enhanced Data Representation

J Yang, Y Zhu, Q Zhang - papers.ssrn.com
Clustering data streams has become a hot topic and has been extensively applied to many
real-world applications. Compared with traditional clustering, data stream clustering is more …

[PDF][PDF] Transcript of: Active Inference GuestStream# 024.1 Stephen Grossberg," Explainable and Reliable AI

S Grossberg - academia.edu
Speakers in Session Prof. Stephen Grossberg Daniel Ari Friedman Ali Rahmjoo [sp: DANIEL
FRIEDMAN] 00: 01 Hello and welcome, everyone. It is June 28th, 2022 and we are here in …

[图书][B] Topological biclustering ARTMAP

R Yelugam - 2021 - search.proquest.com
Detection of gene mutations is central for assessing genetic factors affecting disease
predisposition, genetic causes of a particular disease, and gene-targeted treatment. DNA …