Central nervous system demyelinating diseases: glial cells at the hub of pathology

VG Coutinho Costa, SES Araújo… - Frontiers in …, 2023 - frontiersin.org
Inflammatory demyelinating diseases (IDDs) are among the main causes of inflammatory
and neurodegenerative injury of the central nervous system (CNS) in young adult patients …

A survey of neuromorphic computing and neural networks in hardware

CD Schuman, TE Potok, RM Patton, JD Birdwell… - arXiv preprint arXiv …, 2017 - arxiv.org
Neuromorphic computing has come to refer to a variety of brain-inspired computers, devices,
and models that contrast the pervasive von Neumann computer architecture. This …

Computational models for calcium-mediated astrocyte functions

T Manninen, R Havela, ML Linne - Frontiers in computational …, 2018 - frontiersin.org
The computational neuroscience field has heavily concentrated on the modeling of neuronal
functions, largely ignoring other brain cells, including one type of glial cell, the astrocytes …

Astrocytes mediate analogous memory in a multi-layer neuron–astrocyte network

Y Tsybina, I Kastalskiy, M Krivonosov, A Zaikin… - Neural Computing and …, 2022 - Springer
Modeling the neuronal processes underlying short-term working memory remains the focus
of many theoretical studies in neuroscience. In this paper, we propose a mathematical …

Astrocyte strategies in the energy-efficient brain

I Fernández-González, E Galea - Essays in Biochemistry, 2023 - portlandpress.com
Astrocytes generate ATP through glycolysis and mitochondrion respiration, using glucose,
lactate, fatty acids, amino acids, and ketone bodies as metabolic fuels. Astrocytic …

Situation-based neuromorphic memory in spiking neuron-astrocyte network

S Gordleeva, YA Tsybina, MI Krivonosov… - … on Neural Networks …, 2023 - ieeexplore.ieee.org
Mammalian brains operate in very special surroundings: to survive they have to react quickly
and effectively to the pool of stimuli patterns previously recognized as danger. Many …

SPANNER: A self-repairing spiking neural network hardware architecture

J Liu, J Harkin, LP Maguire, LJ McDaid… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Recent research has shown that a glial cell of astrocyte underpins a self-repair mechanism
in the human brain, where spiking neurons provide direct and indirect feedbacks to …

Multiplierless implementation of noisy Izhikevich neuron with low-cost digital design

S Haghiri, A Zahedi, A Naderi… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Fast speed and a high accuracy implementation of biological plausible neural networks are
vital key objectives to achieve new solutions to model, simulate and cure the brain diseases …

Analysis of network models with neuron-astrocyte interactions

T Manninen, J Aćimović, ML Linne - Neuroinformatics, 2023 - Springer
Neural networks, composed of many neurons and governed by complex interactions
between them, are a widely accepted formalism for modeling and exploring global dynamics …

Digital multiplierless realization of two-coupled biological Hindmarsh–Rose neuron model

M Hayati, M Nouri, D Abbott… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The efficient modeling, simulation, and implementation of biological neural networks are key
objectives of the neuromorphic research field, leading to potential applications, such as …