#hebbian — Public Fediverse posts

Digital Squid’s Behavior Shaped by Neural Network https://hackaday.com/2025/04/26/digital-squids-behavior-shaped-by-neural-network/ #MachineLearning #machinelearning #neuralnetwork #digitalpet #hebbian

Digital Squid’s Behavior Shaped by Neural Network https://hackaday.com/2025/04/26/digital-squids-behavior-shaped-by-neural-network/ #MachineLearning #machinelearning #neuralnetwork #digitalpet #hebbian

Digital Squid’s Behavior Shaped by Neural Network https://hackaday.com/2025/04/26/digital-squids-behavior-shaped-by-neural-network/ #MachineLearning #machinelearning #neuralnetwork #digitalpet #hebbian

Digital Squid’s Behavior Shaped by Neural Network https://hackaday.com/2025/04/26/digital-squids-behavior-shaped-by-neural-network/ #MachineLearning #machinelearning #neuralnetwork #digitalpet #hebbian

Digital Squid’s Behavior Shaped by Neural Network - In the 90s, a video game craze took over the youth of the world — but unlike today... - https://hackaday.com/2025/04/26/digital-squids-behavior-shaped-by-neural-network/ #machinelearning #neuralnetwork #digitalpet #hebbian

Digital Squid’s Behavior Shaped by Neural Network - In the 90s, a video game craze took over the youth of the world — but unlike today... - https://hackaday.com/2025/04/26/digital-squids-behavior-shaped-by-neural-network/ #machinelearning #neuralnetwork #digitalpet #hebbian

Digital Squid’s Behavior Shaped by Neural Network - In the 90s, a video game craze took over the youth of the world — but unlike today... - https://hackaday.com/2025/04/26/digital-squids-behavior-shaped-by-neural-network/ #machinelearning #neuralnetwork #digitalpet #hebbian

Digital Squid’s Behavior Shaped by Neural Network - In the 90s, a video game craze took over the youth of the world — but unlike today... - https://hackaday.com/2025/04/26/digital-squids-behavior-shaped-by-neural-network/ #machinelearning #neuralnetwork #digitalpet #hebbian

Digital Squid’s Behavior Shaped by Neural Network - In the 90s, a video game craze took over the youth of the world — but unlike today... - https://hackaday.com/2025/04/26/digital-squids-behavior-shaped-by-neural-network/ #machinelearning #neuralnetwork #digitalpet #hebbian

"Extending our model to include #neuronal activity and #Hebbian plasticity, we find that clustering in the network also emerges naturally. We confirm these predictions in the #connectomes of several animals, suggesting that heavy-tailed and clustered #connectivity may arise from general principles of #network self-organization rather than mechanisms specific to individual species or systems"

https://www.nature.com/articles/s41567-023-02332-9

@charanranganath @NicoleCRust @cogneurophys @PessoaBrain

Indeed! It's also worth noting that more recent evidence suggests that the hippocampus does not work like a Hopfield network (e.g. behavioural timescale #plasticity in CA1 https://www.science.org/doi/full/10.1126/science.aan3846, and existing motifs in CA3 https://onlinelibrary.wiley.com/doi/abs/10.1002/hipo.23034).

Still lots to uncover, but the idea that the #hippocampus is just a #Hebbian #autoassociative #recurrent network is surely false.

#arxivfeed :

"Hebbian learning with gradients: Hebbian convolutional neural networks with modern deep learning frameworks"
https://arxiv.org/abs/2107.01729?context=cs

#neuralnetworks #deeplearning #hebbian #gradient