[CARTE][B] Time-space, spiking neural networks and brain-inspired artificial intelligence
NK Kasabov - 2019 - Springer
Everything exists and evolves within time–space and time–space is within everything, from a
molecule to the universe. Understanding the complex relationship between time and space …
molecule to the universe. Understanding the complex relationship between time and space …
RETRACTED ARTICLE: EEG signal classification using LSTM and improved neural network algorithms
Neural network (NN) finds role in variety of applications due to combined effect of feature
extraction and classification availability in deep learning algorithms. In this paper, we have …
extraction and classification availability in deep learning algorithms. In this paper, we have …
Deep learning in EEG: Advance of the last ten-year critical period
S Gong, K **, learning, visualization, classification, and understanding of fMRI data in the NeuCube evolving spatiotemporal data machine of spiking neural networks
NK Kasabov, MG Doborjeh… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper introduces a new methodology for dynamic learning, visualization, and
classification of functional magnetic resonance imaging (fMRI) as spatiotemporal brain data …
classification of functional magnetic resonance imaging (fMRI) as spatiotemporal brain data …
Anytime multipurpose emotion recognition from EEG data using a Liquid State Machine based framework
Recent technological advances in machine learning offer the possibility of decoding
complex datasets and discern latent patterns. In this study, we adopt Liquid State Machines …
complex datasets and discern latent patterns. In this study, we adopt Liquid State Machines …
Classification of sleep quality and aging as a function of brain complexity: A multiband non-linear EEG analysis
Understanding and classifying brain states as a function of sleep quality and age has
important implications for develo** lifestyle-based interventions involving sleep hygiene …
important implications for develo** lifestyle-based interventions involving sleep hygiene …
Spiking neural network modelling approach reveals how mindfulness training rewires the brain
There has been substantial interest in Mindfulness Training (MT) to understand how it can
benefit healthy individuals as well as people with a broad range of health conditions …
benefit healthy individuals as well as people with a broad range of health conditions …