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 …
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
… 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-…
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…
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
… 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 …
… 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
… 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 …
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 …
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 …
the creation of a bidirectional associative memory (BAM) spiking neural network is done via …
Hmsnn: hippocampus inspired memory spiking neural network
… 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. …
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. …
based on a spiking neural network acting as a controller in simple virtual and physical robots. …
Spiking associative memory for spatio-temporal patterns
… Based on this work that concerns learning in artificial spiking neural networks, we
propose the following hypothesis concerning the operation of real biological pyramidal …
propose the following hypothesis concerning the operation of real biological pyramidal …