Biophysical neurons, energy, and synapse controllability: a review

J Ma - Journal of Zhejiang University-Science A, 2023 - Springer
Diffusive intracellular and extracellular ions induce a gradient electromagnetic field that
regulates membrane potential, and energy injection from external stimuli breaks the energy …

[HTML][HTML] Deep artificial neural networks and neuromorphic chips for big data analysis: pharmaceutical and bioinformatics applications

LA Pastur-Romay, F Cedrón, A Pazos… - International journal of …, 2016 - mdpi.com
Over the past decade, Deep Artificial Neural Networks (DNNs) have become the state-of-the-
art algorithms in Machine Learning (ML), speech recognition, computer vision, natural …

A new photosensitive neuron model and its dynamics

Y Liu, W Xu, J Ma, F Alzahrani, A Hobiny - Frontiers of Information …, 2020 - Springer
Biological neurons can receive inputs and capture a variety of external stimuli, which can be
encoded and transmitted as different electric signals. Thus, the membrane potential is …

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 …

Digital hardware implementation of Morris-Lecar, Izhikevich, and Hodgkin-Huxley neuron models with high accuracy and low resources

M Ghanbarpour, A Naderi, B Ghanbari… - … on Circuits and …, 2023 - ieeexplore.ieee.org
The neuron can be called the main cell of a nervous system that can transmit messages from
one neuron to another neuron or another cell through electrical signals. In neuromorphic …

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 …

Efficient Digital Realization of Endocrine Pancreatic -Cells

M Ghanbarpour, A Naderi, S Haghiri… - … Circuits and Systems, 2023 - ieeexplore.ieee.org
The accurate implementation of biological neural networks, which is one of the important
areas of research in the field of neuromorphic, can be studied in the case of diseases …

High speed and low digital resources implementation of Hodgkin-Huxley neuronal model using base-2 functions

S Haghiri, A Naderi, B Ghanbari… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Neurons are the basic blocks in the Central Nervous System (CNS). Simulation and
hardware realization of these blocks are vital in neuromorphic engineering. This paper …

Recent progress in tungsten oxides based memristors and their neuromorphological applications

B Qu, A Younis, D Chu - Electronic Materials Letters, 2016 - Springer
The advance in conventional silicon based semiconductor industry is now becoming
indeterminacy as it still along the road of Moore's Law and concomitant problems associated …

Recognizing intertwined patterns using a network of spiking pattern recognition platforms

M Amiri, AH Jafari, B Makkiabadi, S Nazari - Scientific Reports, 2022 - nature.com
Artificial intelligence computing adapted from biology is a suitable platform for the
development of intelligent machines by imitating the functional mechanisms of the nervous …