#anns — Public Fediverse posts

"We demonstrate that multilayer ANNs comprised of separate excitatory and inhibitory cell types, and neuronal units with separate dendrite compartments, can be trained to accurately classify images using a fully biology-compatible deep learning algorithm called dendritic target propagation."

"Cellular and subcellular specialization enables biology-constrained deep learning", Galloni et al. 2026 (Aaron Milstein's lab).
https://www.sciencedirect.com/science/article/pii/S2211124726002378

#neuroscience #BioinspiredComputing #ANNs

"We demonstrate that multilayer ANNs comprised of separate excitatory and inhibitory cell types, and neuronal units with separate dendrite compartments, can be trained to accurately classify images using a fully biology-compatible deep learning algorithm called dendritic target propagation."

"Cellular and subcellular specialization enables biology-constrained deep learning", Galloni et al. 2026 (Aaron Milstein's lab).
https://www.sciencedirect.com/science/article/pii/S2211124726002378

#neuroscience #BioinspiredComputing #ANNs

"We demonstrate that multilayer ANNs comprised of separate excitatory and inhibitory cell types, and neuronal units with separate dendrite compartments, can be trained to accurately classify images using a fully biology-compatible deep learning algorithm called dendritic target propagation."

"Cellular and subcellular specialization enables biology-constrained deep learning", Galloni et al. 2026 (Aaron Milstein's lab).
https://www.sciencedirect.com/science/article/pii/S2211124726002378

#neuroscience #BioinspiredComputing #ANNs

"We demonstrate that multilayer ANNs comprised of separate excitatory and inhibitory cell types, and neuronal units with separate dendrite compartments, can be trained to accurately classify images using a fully biology-compatible deep learning algorithm called dendritic target propagation."

"Cellular and subcellular specialization enables biology-constrained deep learning", Galloni et al. 2026 (Aaron Milstein's lab).
https://www.sciencedirect.com/science/article/pii/S2211124726002378

#neuroscience #BioinspiredComputing #ANNs

"We demonstrate that multilayer ANNs comprised of separate excitatory and inhibitory cell types, and neuronal units with separate dendrite compartments, can be trained to accurately classify images using a fully biology-compatible deep learning algorithm called dendritic target propagation."

"Cellular and subcellular specialization enables biology-constrained deep learning", Galloni et al. 2026 (Aaron Milstein's lab).
https://www.sciencedirect.com/science/article/pii/S2211124726002378

#neuroscience #BioinspiredComputing #ANNs

SciTech Chronicles. . . . . . . . .Mar 28th, 2025

https://bit.ly/stc032825

#Prototaxites #Devonian #Rhynie #chitin #cellulose #delignifying #lye #diethylenetriamine #ACC #hyperglycemic #hippocampus #anhedonia #ANNs #fMRI #autoencoder #RSA #dairy #high-value #reuse #upcycle

In pyramidal neuron we trust 🧠💡
Paper shows that dendritic #ANNs inspired by #brain connectivity reduce overfitting, use fewer parameters, and outperform traditional ANNs in image classification!
going towards #AI or towards cognitive #neuroscience? 🔥👇
https://www.nature.com/articles/s41467-025-56297-9

In pyramidal neuron we trust 🧠💡
Paper shows that dendritic #ANNs inspired by #brain connectivity reduce overfitting, use fewer parameters, and outperform traditional ANNs in image classification!
going towards #AI or towards cognitive #neuroscience? 🔥👇
https://www.nature.com/articles/s41467-025-56297-9

In pyramidal neuron we trust 🧠💡
Paper shows that dendritic #ANNs inspired by #brain connectivity reduce overfitting, use fewer parameters, and outperform traditional ANNs in image classification!
going towards #AI or towards cognitive #neuroscience? 🔥👇
https://www.nature.com/articles/s41467-025-56297-9

In pyramidal neuron we trust 🧠💡
Paper shows that dendritic #ANNs inspired by #brain connectivity reduce overfitting, use fewer parameters, and outperform traditional ANNs in image classification!
going towards #AI or towards cognitive #neuroscience? 🔥👇
https://www.nature.com/articles/s41467-025-56297-9

In pyramidal neuron we trust 🧠💡
Paper shows that dendritic #ANNs inspired by #brain connectivity reduce overfitting, use fewer parameters, and outperform traditional ANNs in image classification!
going towards #AI or towards cognitive #neuroscience? 🔥👇
https://www.nature.com/articles/s41467-025-56297-9

“Just as #research has shown that feedback from caregivers shapes infant productions of sounds, feedback from the discriminator network shapes the sound productions of the generator network"

This is a pretty big finding. If it's accurate, we can test theories of #language development using artificial neural networks (#ANNs) instead of having to scan human brains!

#AI

https://www.quantamagazine.org/some-neural-networks-learn-language-like-humans-20230522/

“Just as #research has shown that feedback from caregivers shapes infant productions of sounds, feedback from the discriminator network shapes the sound productions of the generator network"

This is a pretty big finding. If it's accurate, we can test theories of #language development using artificial neural networks (#ANNs) instead of having to scan human brains!

#AI

https://www.quantamagazine.org/some-neural-networks-learn-language-like-humans-20230522/

“Just as #research has shown that feedback from caregivers shapes infant productions of sounds, feedback from the discriminator network shapes the sound productions of the generator network"

This is a pretty big finding. If it's accurate, we can test theories of #language development using artificial neural networks (#ANNs) instead of having to scan human brains!

#AI

https://www.quantamagazine.org/some-neural-networks-learn-language-like-humans-20230522/

“Just as #research has shown that feedback from caregivers shapes infant productions of sounds, feedback from the discriminator network shapes the sound productions of the generator network"

This is a pretty big finding. If it's accurate, we can test theories of #language development using artificial neural networks (#ANNs) instead of having to scan human brains!

#AI

https://www.quantamagazine.org/some-neural-networks-learn-language-like-humans-20230522/

“Just as #research has shown that feedback from caregivers shapes infant productions of sounds, feedback from the discriminator network shapes the sound productions of the generator network"

This is a pretty big finding. If it's accurate, we can test theories of #language development using artificial neural networks (#ANNs) instead of having to scan human brains!

#AI

https://www.quantamagazine.org/some-neural-networks-learn-language-like-humans-20230522/

i predict that when #experiments show that single celled #organisms like #bacteria and #yeast can outperform overparametrized machine learning models like #ANNs on the most challenging types of decision problems, #biology will provide a strong riposte to #computer science and the mindset that biological #intelligence is easily explainable using #computational #models

#machineLearning #statistics #mathematical #models #ML #research #engineering #science #nature #complexity #theory #math #proof

i predict that when #experiments show that single celled #organisms like #bacteria and #yeast can outperform overparametrized machine learning models like #ANNs on the most challenging types of decision problems, #biology will provide a strong riposte to #computer science and the mindset that biological #intelligence is easily explainable using #computational #models

#machineLearning #statistics #mathematical #models #ML #research #engineering #science #nature #complexity #theory #math #proof

i predict that when #experiments show that single celled #organisms like #bacteria and #yeast can outperform overparametrized machine learning models like #ANNs on the most challenging types of decision problems, #biology will provide a strong riposte to #computer science and the mindset that biological #intelligence is easily explainable using #computational #models

#machineLearning #statistics #mathematical #models #ML #research #engineering #science #nature #complexity #theory #math #proof

i predict that when #experiments show that single celled #organisms like #bacteria and #yeast can outperform overparametrized machine learning models like #ANNs on the most challenging types of decision problems, #biology will provide a strong riposte to #computer science and the mindset that biological #intelligence is easily explainable using #computational #models

#machineLearning #statistics #mathematical #models #ML #research #engineering #science #nature #complexity #theory #math #proof

Are you also excited and/or want to learn more about the new opportunities #ANNs provide to ask #why questions of #minds and #brains?

Check out our new #review #paper with the amazing Meenakshi Khosla and @NancyKanwisher in @TrendsNeuro

https://www.cell.com/trends/neurosciences/fulltext/S0166-2236(22)00262-4

#neuralnetworks #optimization #organization #auditory #visual #system

Are you also excited and/or want to learn more about the new opportunities #ANNs provide to ask #why questions of #minds and #brains?

Check out our new #review #paper with the amazing Meenakshi Khosla and @NancyKanwisher in @TrendsNeuro

https://www.cell.com/trends/neurosciences/fulltext/S0166-2236(22)00262-4

#neuralnetworks #optimization #organization #auditory #visual #system

Are you also excited and/or want to learn more about the new opportunities #ANNs provide to ask #why questions of #minds and #brains?

Check out our new #review #paper with the amazing Meenakshi Khosla and @NancyKanwisher in @TrendsNeuro

https://www.cell.com/trends/neurosciences/fulltext/S0166-2236(22)00262-4

#neuralnetworks #optimization #organization #auditory #visual #system

Are you also excited and/or want to learn more about the new opportunities #ANNs provide to ask #why questions of #minds and #brains?

Check out our new #review #paper with the amazing Meenakshi Khosla and @NancyKanwisher in @TrendsNeuro

https://www.cell.com/trends/neurosciences/fulltext/S0166-2236(22)00262-4

#neuralnetworks #optimization #organization #auditory #visual #system

Are you also excited and/or want to learn more about the new opportunities #ANNs provide to ask #why questions of #minds and #brains?

Check out our new #review #paper with the amazing Meenakshi Khosla and @NancyKanwisher in @TrendsNeuro

https://www.cell.com/trends/neurosciences/fulltext/S0166-2236(22)00262-4

#neuralnetworks #optimization #organization #auditory #visual #system