NeuroTMA Lab
@neurotma.bsky.social
Neuro-inspired Theory, Modeling, and Applications research group led by Mihai A. Petrovici @unibern.bsky.social
NeuroTMA website: https://physiologie.unibe.ch/~petrovici/group/
NeuroTMA website: https://physiologie.unibe.ch/~petrovici/group/
And learn how backpropagation has been reimagined for the brain thanks to the new Generalized Latent Equilibrium (GLE) model, read the related preprint: arxiv.org/abs/2403.16
#neuromorphic #AI #ML
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#neuromorphic #AI #ML
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arxiv.org
March 27, 2025 at 1:52 PM
And learn how backpropagation has been reimagined for the brain thanks to the new Generalized Latent Equilibrium (GLE) model, read the related preprint: arxiv.org/abs/2403.16
#neuromorphic #AI #ML
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#neuromorphic #AI #ML
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Discover how a neural network learns to play Für Elise the brain's way in Ben von Hünerbein's NICE presentation: flagship.kip.uni-heidelberg.de/jss/HBPm?m=d... and the related preprint:
arxiv.org/abs/2402.16763
#Neuroscience #AI #ML
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arxiv.org/abs/2402.16763
#Neuroscience #AI #ML
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ELiSe: Efficient Learning of Sequences in Structured Recurrent Networks
Behavior can be described as a temporal sequence of actions driven by neural activity. To learn complex sequential patterns in neural networks, memories of past activities need to persist on significa...
arxiv.org
March 27, 2025 at 1:52 PM
Discover how a neural network learns to play Für Elise the brain's way in Ben von Hünerbein's NICE presentation: flagship.kip.uni-heidelberg.de/jss/HBPm?m=d... and the related preprint:
arxiv.org/abs/2402.16763
#Neuroscience #AI #ML
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arxiv.org/abs/2402.16763
#Neuroscience #AI #ML
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For more details on how Spike-Based Alignment Learning (SAL) offers a biologically plausible alternative to backpropagation, have a look at Timo Gierlich's NICE presentation: flagship.kip.uni-heidelberg.de/jss/HBPm?m=d... or the related preprint: arxiv.org/abs/2503.02642
#neuromorphic #AI #ML
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#neuromorphic #AI #ML
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Weight transport through spike timing for robust local gradients
In both machine learning and in computational neuroscience, plasticity in functional neural networks is frequently expressed as gradient descent on a cost. Often, this imposes symmetry constraints tha...
arxiv.org
March 27, 2025 at 1:52 PM
For more details on how Spike-Based Alignment Learning (SAL) offers a biologically plausible alternative to backpropagation, have a look at Timo Gierlich's NICE presentation: flagship.kip.uni-heidelberg.de/jss/HBPm?m=d... or the related preprint: arxiv.org/abs/2503.02642
#neuromorphic #AI #ML
🧠📈 🧠🤖
#neuromorphic #AI #ML
🧠📈 🧠🤖
Reposted by NeuroTMA Lab
Next March we will be in Heidelberg Germany --- Europe for the first time! --- and we are looking forward to reaching our broader community
The submission deadline is in about ten days. So if you have a paper on computing and neurons (#NeuroAI) looking for a home, please consider submitting!
The submission deadline is in about ten days. So if you have a paper on computing and neurons (#NeuroAI) looking for a home, please consider submitting!
November 22, 2024 at 1:57 PM
Next March we will be in Heidelberg Germany --- Europe for the first time! --- and we are looking forward to reaching our broader community
The submission deadline is in about ten days. So if you have a paper on computing and neurons (#NeuroAI) looking for a home, please consider submitting!
The submission deadline is in about ten days. So if you have a paper on computing and neurons (#NeuroAI) looking for a home, please consider submitting!
Reposted by NeuroTMA Lab
-> related press release from @unibern.bsky.social
"AI with consciousness - but pain-free?"
mediarelations.unibe.ch/media_releas...
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"AI with consciousness - but pain-free?"
mediarelations.unibe.ch/media_releas...
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AI with consciousness - but pain-free?
Researchers at the University of Bern have developed a new model for the emergence of consciousness. The model suggests that one day artificial agents, i.e. systems which imitate human thought, could ...
mediarelations.unibe.ch
March 13, 2025 at 11:58 AM
-> related press release from @unibern.bsky.social
"AI with consciousness - but pain-free?"
mediarelations.unibe.ch/media_releas...
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🧠📈 🧠🤖
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"AI with consciousness - but pain-free?"
mediarelations.unibe.ch/media_releas...
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Reposted by NeuroTMA Lab
-> related publication: "The conductor model of consciousness, our neuromorphic twins, and the human-AI deal."
link.springer.com/article/10.1...
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link.springer.com/article/10.1...
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The conductor model of consciousness, our neuromorphic twins, and the human-AI deal - AI and Ethics
Critics of Artificial Intelligence (AI) posit that artificial agents cannot achieve consciousness even in principle, because they lack certain necessary pre-conditions present in biological agents. He...
link.springer.com
March 13, 2025 at 11:58 AM
-> related publication: "The conductor model of consciousness, our neuromorphic twins, and the human-AI deal."
link.springer.com/article/10.1...
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link.springer.com/article/10.1...
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Reposted by NeuroTMA Lab
Check out the Neurobench preprint on arXiv: arxiv.org/abs/2304.04640
And the project website: neurobench.ai
And the project website: neurobench.ai
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
Neuromorphic computing shows promise for advancing computing efficiency and capabilities of AI applications using brain-inspired principles. However, the neuromorphic research field currently lacks st...
arxiv.org
November 28, 2024 at 2:25 AM
Check out the Neurobench preprint on arXiv: arxiv.org/abs/2304.04640
And the project website: neurobench.ai
And the project website: neurobench.ai
For more info on our Lu.i see our repo github.com/giant-axon/l... and the preprint our researchers from @unibern.bsky.social and @Heidelberg University
published arxiv.org/abs/2404.16664
published arxiv.org/abs/2404.16664
December 12, 2024 at 10:56 AM
For more info on our Lu.i see our repo github.com/giant-axon/l... and the preprint our researchers from @unibern.bsky.social and @Heidelberg University
published arxiv.org/abs/2404.16664
published arxiv.org/abs/2404.16664
Thank you, that's awesome!
November 25, 2024 at 1:55 PM
Thank you, that's awesome!