#spikingneuralnetwork — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #spikingneuralnetwork, aggregated by home.social.
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Submissions (short!) due for SNUFA spiking neural networks conference in <2 weeks!
https://forms.cloud.microsoft/e/XkZLavhaJe
More info at https://snufa.net/2025/
Note that we normally get around 700 participants and recordings go on YouTube and get 100s-1000s views, so it's a good place to promote your work.
Please repost.
#neuroscience #SpikingNeuralNetwork #SpikingNeuralNetworks #snn #snufa
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I recently played around with #RateModels using #NESTsimulator. Compared to #SNN, RM focus on average firing rates of #NeuronPopulations, simplifying analysis of large networks. They effectively capture collective dynamics like #oscillations and #synchronization, though they miss precise spike timing details. Thus, both approaches have their merits. Here is a brief overview:
🌍 https://www.fabriziomusacchio.com/blog/2025-08-28-rate_models/
#CompNeuro #Neuroscience #Python #PythonTutorial #SpikingNeuralNetwork
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I recently played around with #RateModels using #NESTsimulator. Compared to #SNN, RM focus on average firing rates of #NeuronPopulations, simplifying analysis of large networks. They effectively capture collective dynamics like #oscillations and #synchronization, though they miss precise spike timing details. Thus, both approaches have their merits. Here is a brief overview:
🌍 https://www.fabriziomusacchio.com/blog/2025-08-28-rate_models/
#CompNeuro #Neuroscience #Python #PythonTutorial #SpikingNeuralNetwork
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I recently played around with #RateModels using #NESTsimulator. Compared to #SNN, RM focus on average firing rates of #NeuronPopulations, simplifying analysis of large networks. They effectively capture collective dynamics like #oscillations and #synchronization, though they miss precise spike timing details. Thus, both approaches have their merits. Here is a brief overview:
🌍 https://www.fabriziomusacchio.com/blog/2025-08-28-rate_models/
#CompNeuro #Neuroscience #Python #PythonTutorial #SpikingNeuralNetwork
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I recently played around with #RateModels using #NESTsimulator. Compared to #SNN, RM focus on average firing rates of #NeuronPopulations, simplifying analysis of large networks. They effectively capture collective dynamics like #oscillations and #synchronization, though they miss precise spike timing details. Thus, both approaches have their merits. Here is a brief overview:
🌍 https://www.fabriziomusacchio.com/blog/2025-08-28-rate_models/
#CompNeuro #Neuroscience #Python #PythonTutorial #SpikingNeuralNetwork
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I recently played around with #RateModels using #NESTsimulator. Compared to #SNN, RM focus on average firing rates of #NeuronPopulations, simplifying analysis of large networks. They effectively capture collective dynamics like #oscillations and #synchronization, though they miss precise spike timing details. Thus, both approaches have their merits. Here is a brief overview:
🌍 https://www.fabriziomusacchio.com/blog/2025-08-28-rate_models/
#CompNeuro #Neuroscience #Python #PythonTutorial #SpikingNeuralNetwork
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📚 New preprint by Vafaii, Galor & Yates: Brain-like variational inference. They derive #SpikingNeuralNetwork dynamics directly from variational free energy minimization via online natural #GradientDescent, yielding the iterative Poisson #VAE (iP-VAE) with strong sparsity, reconstruction & #BiologicalPlausibility.
🌍 https://arxiv.org/abs/2410.19315
🧑💻 https://github.com/hadivafaii/IterativeVAE -
Eight Artificial Neurons Control Fully Autonomous Toy Truck https://hackaday.com/2025/07/24/eight-artificial-neurons-control-fully-autonomous-toy-truck/ #artificialneuralnetwork #ArtificialIntelligence #SpikingNeuralNetwork #autonomousvehicle #remotecontrolcar #MachineLearning #RobotsHacks
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Eight Artificial Neurons Control Fully Autonomous Toy Truck - Recently the [Global Science Network] released a video of using an artificial brai... - https://hackaday.com/2025/07/24/eight-artificial-neurons-control-fully-autonomous-toy-truck/ #artificialneuralnetwork #artificialintelligence #spikingneuralnetwork #autonomousvehicle #remotecontrolcar #machinelearning #robotshacks
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Proud to have managed to finish a #neuromorphic manuscript, with Chiara De Luca, Mirco Tincani and Elisa Donati just before the end of the year!
It demonstrates the benefits of using #braininspired principles of computation for achieving robust computation across multiple time-scales, despite the inherent variability of the underlying computational substrate (silicon neurons that emulate faithfully biological ones):
A neuromorphic multi-scale approach for heart rate and state detection
https://doi.org/10.21203/rs.3.rs-5737326/v1
#neuromorphic #wearable #neuroai #SpikingNeuralNetwork -
It’s actually very easy and straightforward setting up a large-scale, multi-population #SpikingNeuralNetwork (#SNN) with the #NESTsimulator. Here is an example with two distinct populations of #Izhikevich neurons:
🌍 https://www.fabriziomusacchio.com/blog/2024-06-30-nest_izhikevich_snn/
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It’s actually very easy and straightforward setting up a large-scale, multi-population #SpikingNeuralNetwork (#SNN) with the #NESTsimulator. Here is an example with two distinct populations of #Izhikevich neurons:
🌍 https://www.fabriziomusacchio.com/blog/2024-06-30-nest_izhikevich_snn/
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It’s actually very easy and straightforward setting up a large-scale, multi-population #SpikingNeuralNetwork (#SNN) with the #NESTsimulator. Here is an example with two distinct populations of #Izhikevich neurons:
🌍 https://www.fabriziomusacchio.com/blog/2024-06-30-nest_izhikevich_snn/
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It’s actually very easy and straightforward setting up a large-scale, multi-population #SpikingNeuralNetwork (#SNN) with the #NESTsimulator. Here is an example with two distinct populations of #Izhikevich neurons:
🌍 https://www.fabriziomusacchio.com/blog/2024-06-30-nest_izhikevich_snn/
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It’s actually very easy and straightforward setting up a large-scale, multi-population #SpikingNeuralNetwork (#SNN) with the #NESTsimulator. Here is an example with two distinct populations of #Izhikevich neurons:
🌍 https://www.fabriziomusacchio.com/blog/2024-06-30-nest_izhikevich_snn/