Constructing an associative memory system using spiking neural network

H He, Y Shang, X Yang, Y Di, J Lin, Y Zhu… - Frontiers in …, 2019 - frontiersin.org
… functions of biological memory which can present causality. In this paper, we present the …
at constructing an associative memory system based on a spiking neural network. We broke the …

STDP forms associations between memory traces in networks of spiking neurons

C Pokorny, MJ Ison, A Rao, R Legenstein… - Cerebral …, 2020 - academic.oup.com
… as neural codes for associated memory items. Here we study the emergence of neural codes
for associated memory items in … model of recurrent networks of spiking neurons with a data-…

Associative memory in spiking neural network form implemented on neuromorphic hardware

M Hampo, D Fan, T Jenkins, A DeMange… - International …, 2020 - dl.acm.org
memory in the form of a spiking neural network (SNN), an application of the associative
memory, … The model is created in a neural network simulator and run on a low SWaP CPU and In…

Memristive izhikevich spiking neuron model and its application in oscillatory associative memory

X Fang, S Duan, L Wang - Frontiers in Neuroscience, 2022 - frontiersin.org
… the MIZH spiking neuron model exhibited the typical biological neuron functions and remarkably
… the IZH spiking neuron model. The 23 spiking patterns of cerebral cortical neurons were …

Modeling working memory in a spiking neuron network accompanied by astrocytes

SY Gordleeva, YA Tsybina, MI Krivonosov… - Frontiers in Cellular …, 2021 - frontiersin.org
… The novelty of our model is that we associate memory with item-specific patterns of
astrocyte-induced enhancement of excitatory synaptic transmission. We present a new case of how …

AA Spiking Model of Cell Assemblies: Short Term and Associative Memory

C Huyck - Medical Research Archives, 2023 - esmed.org
… This paper provides simulations of excitatory spiking neurons with small world topologies …
in a simple associative memory so that when three Cell Assemblies are associated, ignition …

A spiking bidirectional associative memory neural network

M Johnson - 2021 - ruor.uottawa.ca
… its ability to associate pairs of items together (Acevedo-Mosqueda et al., 2013). In this thesis,
the creation of a bidirectional associative memory (BAM) spiking neural network is done via …

Hmsnn: hippocampus inspired memory spiking neural network

T Zhang, Y Zeng, D Zhao, L Wang… - … on Systems, Man, and …, 2016 - ieeexplore.ieee.org
… the memory retention or elimination [3], [4]. Inspired by the connectivity of DG, we design a
feed forward spiking neural network … why CA3 network can have associative memory function. …

Associative memory: An spiking neural network robotic implementation

A Cyr, F Thériault, M Ross, S Chartier - International Conference on …, 2018 - Springer
… This article proposes a novel minimalist bio-inspired associative memory (AM) mechanism
based on a spiking neural network acting as a controller in simple virtual and physical robots. …

Spiking associative memory for spatio-temporal patterns

S Davidson, SB Furber, O Rhodes - arXiv preprint arXiv:2006.16684, 2020 - arxiv.org
… Based on this work that concerns learning in artificial spiking neural networks, we
propose the following hypothesis concerning the operation of real biological pyramidal …