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Neurons, Astrocytes, and Transformers: Are AI Models Biologically Plausible?

A new study bridging neuroscience and machine learning offers insights into the potential role of astrocytes in the human brain. Artificial neural networks are ubiquitous machine-learning models that can be trained to complete many tasks. Their name stems from the fact that their architecture is
United States Kseniav Kastanenka Leo Kozachkov Konstantinos Michmizos Dmitry Krotov Google Bard

Neuroscience-Machine Learning Study Reveals Insights into Astrocytes' Potential Role in the Human Brain – India Education | Latest Education News | Global Educational News

Artificial neural networks, ubiquitous machine-learning models that can be trained to complete many tasks, are so called because their architecture is inspired by the way biological neurons process information in the human brain.About six years ago,
United States Leo Kozachkov Kseniav Kastanenka Dmitry Krotov Konstantinos Michmizos Proceedings Of The National Academy Sciences

AI models are powerful, but are they biologically plausible?

Researchers hypothesize that a powerful type of AI model known as a transformer could be implemented in the brain through networks of neuron and astrocyte cells. The work could offer insights into how the brain works and help scientists understand why transformers are so effective at machine-learning tasks.
United States Konstantinos Michmizos Kseniav Kastanenka Dmitry Krotov Leo Kozachkov Research Institute
Source: mit.edu

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