FPGA realization of Hodgkin-Huxley neuronal model

F Shama, S Haghiri, MA Imani - IEEE Transactions on Neural …, 2020 - ieeexplore.ieee.org
One of the appealing cases of the neuromorphic research area is the implementation of
biological neural networks. The current study offers Multiplierless Hodgkin-Huxley Model …

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 …

Optimized real-time biomimetic neural network on FPGA for bio-hybridization

F Khoyratee, F Grassia, S Saïghi, T Levi - Frontiers in neuroscience, 2019 - frontiersin.org
Neurological diseases can be studied by performing bio-hybrid experiments using a real-
time biomimetic Spiking Neural Network (SNN) platform. The Hodgkin-Huxley model offers a …

Multiplierless low‐cost implementation of Hindmarsh–Rose neuron model in case of large‐scale realization

S Haghiri, SI Yahya, A Rezaei… - International Journal of …, 2023 - Wiley Online Library
Implementation of neural networks in case of hardware helps us to understand the different
parts of the human brain operation, using artificial intelligence (AI). This paper presents a …

Improving an open-source commercial system to reliably perform activity-dependent stimulation

M Murphy, S Buccelli, Y Bornat, D Bundy… - Journal of neural …, 2019 - iopscience.iop.org
Objective. Activity-dependent stimulation (ADS) is designed to strengthen the connections
between neuronal circuits and therefore may be a promising tool for promoting …

Snake robot controlled by biomimetic CPGs

D Blanchard, K Aihara, T Levi - … on Artificial Life and Robotics (ICAROB …, 2019 - hal.science
Locomotion is one of the most basic abilities in animals. Neurobiologists have established
that locomotion results from the activity of half-center oscillators that provides alternation of …

[PDF][PDF] Digital Hardware Spiking Neuronal Network with STDP for Real-time Pattern Recognition.

Y **a, T Levi, T Kohno - J. Robotics Netw. Artif. Life, 2020 - alife-robotics.org
By mimicking or being inspired by the nervous system, neuromorphic systems are designed
to realize robust and power-efficient information processing by highly parallel architecture …

Real-time pattern recognition implementation on FPGA in multi-SNNs

Y **a, T Levi, T Kohno - ICAROB, 2020 - hal.science
By mimicking or being inspired by the nervous system, Neuromorphic systems are designed
to realize robust and power-efficient information processing by highly parallel architecture …

Biomimetic Spiking Neural Network (SNN) systems for 'in vitro'cells stimulation

F Khoyratee, SM Nishikawa, L Zhongyue… - … on Circuits and …, 2019 - ieeexplore.ieee.org
Millions of people are affected by neurological disorders. Brain-Machine Interfaces (BMIs)
and neuroprosthesis have been the object of extensive research and may represent a valid …