Introducing the Dendrify framework for incorporating dendrites to spiking neural networks
![Introducing the Dendrify framework for incorporating dendrites to spiking neural networks](https://media.springernature.com/m685/springer-static/image/art%3A10.1038%2Fs41467-022-35747-8/MediaObjects/41467_2022_35747_Fig1_HTML.png)
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Introducing the Dendrify framework for incorporating dendrites to spiking neural networks
![](https://www.researchgate.net/publication/360466985/figure/fig3/AS:1153830741909507@1652106094678/An-overview-of-the-proposed-HESFOL-framework-We-employ-2D-convolution-for-the-ConvNet.png)
An overview of the proposed HESFOL framework. We employ 2D
![](https://www.researchgate.net/publication/361384074/figure/fig3/AS:11431281207904734@1701354137994/Color-online-a-Number-of-neurons-retaining-the-initially-memorized-digit-as-a.jpg)
Color online) (a) Number of neurons retaining the initially memorized
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Neural heterogeneity promotes robust learning
![](https://simg.baai.ac.cn/uploads/2023/01/0d095bfc67148fa2dc490610d2ebd905.png)
引入树突状结构,将树突结构整合进脉冲神经网络中- 智源社区
![](https://i1.rgstatic.net/publication/360395083_Dendrify_a_new_framework_for_seamless_incorporation_of_dendrites_in_Spiking_Neural_Networks/links/6335b4ae9cb4fe44f3eb0ff0/largepreview.png)
PDF) Dendrify: a new framework for seamless incorporation of dendrites in Spiking Neural Networks
![](https://www.researchgate.net/publication/338602275/figure/fig5/AS:959581832351748@1605793545577/Running-simulations-with-Brian2GeNN-Top-Excerpt-from-an-example-Brian-script-that-will.png)
Running simulations with Brian2GeNN. Top: Excerpt from an example Brian
![](https://i1.rgstatic.net/publication/366988830_Introducing_the_Dendrify_framework_for_incorporating_dendrites_to_spiking_neural_networks/links/63be3255097c7832caa70994/largepreview.png)
PDF) Introducing the Dendrify framework for incorporating dendrites to spiking neural networks
![](https://www.frontiersin.org/files/Articles/850945/fnins-16-850945-HTML-r1/image_m/fnins-16-850945-g001.jpg)
Frontiers SAM: A Unified Self-Adaptive Multicompartmental Spiking Neuron Model for Learning With Working Memory
![](https://www.pnas.org/cms/10.1073/pnas.2021925118/asset/aa1f69c4-ff4c-4653-8489-646de838cb2e/assets/images/large/pnas.202021925fig02.jpg)
Local dendritic balance enables learning of efficient representations in networks of spiking neurons
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Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics
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Introducing the Dendrify framework for incorporating dendrites to spiking neural networks
![](https://iiif.elifesciences.org/lax/22901%2Felife-22901-fig2-v1.tif/full/1500,/0/default.jpg)
Towards deep learning with segregated dendrites
![](https://neurosciencenews.com/files/2023/01/dendrite-neural-network-neurosinces-public.jpg)
New Software Incorporates Dendritic Properties Into Neural Network Models - Neuroscience News