#snn — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #snn, aggregated by home.social.
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Self-generated #extracellular fields in #SNN can decorrelate #PopulationActivity, expand #dimensionality, and improve decoding. The same field imposed from outside instead synchronizes the network and impairs coding.
Endogenous fields may not just be by-products of #NeuralActivity, but active organizers of population dynamics.
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Two historical lineages emerged from attempts to model the neuron.
The McCulloch-Pitts/Perceptron path emphasized logic, learning, and static representations, ultimately leading to modern deep learning.
The Lapicque/LIF path preserved temporal dynamics, threshold-triggered events, and biophysical intuition, forming the foundation of spiking neural networks.
The figure summarizes how these two traditions evolved, what they gained, and what they sacrificed.
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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Aviation weather for Shannon airport (Ireland) is “METAR EINN 231030Z 21008KT 160V250 9999 SCT032 BKN120 16/09 Q1026 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #metar #aviation #aviationweather #avgeek vl
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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Ok. I think the last widget I'll be building for my Bio-Inspired #AI and Optimization course this semester.
Spiking Neural Network ( #SNN ) explorer
LIF Neuron model, Rate coding, STDP, Survey of HW&SW implementations, #Neuromorphic applications & learning
https://tpavlic.github.io/asu-bioinspired-ai-and-optimization/spiking_neural_networks/snn_explorer.html -
How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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Just came across an elegant new #SNN framework called #nervos by Maskeen and Lashkare, which implements a two layer SNN w/ local #STDP #learning to classify, e.g., #MNIST digits. Here is an example, where I apply it to a 6-class subset of MNIST. The model reaches around 85% accuracy & the learned synapses show digit-like patterns. Quite impressive in my view, given the simplicity of the architecture & the local learning rule:
🌍https://www.fabriziomusacchio.com/blog/2026-02-16-nervos_stdp_snn_simulation_on_mnist/
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Spike-timing-dependent #plasticity (#STDP) is a core rule in #ComputationalNeuroscience that adjusts #synaptic strength based on precise pre- vs. postsynaptic #spike timing, enabling #TemporalCoding and #learning in #SNN. In this post, I summarize its mathematical formulation, functional consequences for learning and #memory along with a simple #Python example:
🌍 https://www.fabriziomusacchio.com/blog/2026-02-12-stdp/
#CompNeuro #Neuroscience #SNN #NeuralDynamics #NeuralPlasticity
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Incorporating structural #plasticity in #SpikingNeuralNetworks (#SNN) enables dynamic #synaptic connectivity, reflecting the #brain's adaptability. By modeling synaptic growth and pruning based on #calcium concentration, we can simulate processes such as #learning and #MemoryFormation. In this post, I reproduce the #NESTSimulator tutorial on structural plasticity, demonstrating its impact on network stability and #homeostasis:
🌍 https://www.fabriziomusacchio.com/blog/2026-02-01-structural_plasticity/
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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Boeren in de provincie Groningen kunnen vanaf 16 januari subsidie aanvragen voor investeringen in duurzame landbouw. Het gaat om steun voor machines en installaties die (jonge) bedrijven toekomstbestendig maken.
#Landbouwtransitie #verduurzaming #SNN
https://rtvzulthe.nl/westerkwartier/provincie-groningen-stelt-e4-miljoen-beschikbaar-voor-duurzame-landbouw-jonge-boeren-subsidie-snn/ -
Aviation weather for Shannon airport (Ireland) is “EINN 011200Z 31005KT 9999 FEW015 SCT050 BKN200 07/05 Q1017 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #metar #aviation #aviationweather #avgeek vl
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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Aviation weather for Shannon airport (Ireland) is “EINN 211300Z 03006KT 9999 FEW006 BKN070 BKN140 06/05 Q1005 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #metar #aviation #aviationweather #avgeek vl
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Aviation weather for Shannon airport (Ireland) is “EINN 211230Z VRB04KT 9999 FEW008 SCT060 BKN120 06/05 Q1005 NOSIG” : See what it means on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #metar #aviation #aviationweather #avgeek vl
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Aviation weather for Shannon airport (Ireland) is “EINN 051030Z 14024G35KT 9999 -RA SCT012 BKN015 10/08 Q0982 TEMPO 4000 BKN012” : See what it means on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #metar #aviation #aviationweather #avgeek vl
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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Lees tip -> FIOD pakt subsidiefraude aardbevingsschade aan | FIOD houdt vijf mannen aan wegens vermoedelijke subsidiefraude met aardbevingsschade in Groningen en roept andere fraudeurs op zich vrijwillig te melden bij het Openbaar Ministerie. | #aardbevingsschade #Fiod #Groningen #IMG #OpenbaarMinisterie #SNN #subsidiefraude #vastgoedondernemers #verduurzamingssubsidie |
https://hbpmedia.nl/subsidiefraude-aardbevingsschade-groningen/
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannonairport #airport #shannon #ireland #einn #snn #aviation #avgeek vl
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannon #ireland #shannonairport #einn #snn #airport #aviation #avgeek vl
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannon #ireland #shannonairport #einn #snn #airport #aviation #avgeek vl
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#Spiking #neural #networks (#SNN) running on continuous-time, noisy, and highly variable computing substrates can learn reliably with #ReinforcementLearning ... Not only in real brains, but also in mixed-signal #neuromorphic hardware! 😇
Neuromorphic dreaming as a pathway to efficient learning in artificial agents
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Curious how #OdorDiscrimination can emerge in a biologically plausible recurrent spiking model/ #SNN? Using e-prop learning, we show heterogeneous #NeuronTuning and population trajectories in #NeuralStateSpace. Come check out my poster (#35) at 👉 #BernsteinConference, today in session I!
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How many runways can you see for Shannon airport (Ireland) ? : The answer is on https://www.bigorre.org/aero/meteo/einn/en #shannon #ireland #shannonairport #einn #snn #airport #aviation #avgeek vl
