A biological-like controller using improved spiking neural networks
This paper is devoted to develo** a biological-based algorithm to simulate the control of a
human arm by means of a Spiking Neural Network (SNN) with a pre-set structure similar to …
human arm by means of a Spiking Neural Network (SNN) with a pre-set structure similar to …
Realistic spiking neural network: Non-synaptic mechanisms improve convergence in cell assembly
Learning in neural networks inspired by brain tissue has been studied for machine learning
applications. However, existing works primarily focused on the concept of synaptic weight …
applications. However, existing works primarily focused on the concept of synaptic weight …
Study of the Influence of Memristive Plasticity on the Formation of a Feature Space in the Excitatory Layer of a Spiking Neural Network
AA Lebedev, TA Levanova… - 2024 Sixth …, 2024 - ieeexplore.ieee.org
In this study, we present a novel image decoding model utilizing a spiking neural network
enhanced with memristive plasticity, tailored for recognition tasks. We introduce the average …
enhanced with memristive plasticity, tailored for recognition tasks. We introduce the average …
Multicoding in neural information transfer suggested by mathematical analysis of the frequency-dependent synaptic plasticity in vivo
K Hata, O Araki, O Yokoi, T Kusakabe, Y Yamamoto… - Scientific reports, 2020 - nature.com
Two elements of neural information processing have primarily been proposed: firing rate
and spike timing of neurons. In the case of synaptic plasticity, although spike-timing …
and spike timing of neurons. In the case of synaptic plasticity, although spike-timing …
Detection of activation sequences in spiking-bursting neurons by means of the recognition of intraburst neural signatures
Bursting activity is present in many cells of different nervous systems playing important roles
in neural information processing. Multiple assemblies of bursting neurons act cooperatively …
in neural information processing. Multiple assemblies of bursting neurons act cooperatively …