Neuroscience

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ToposBio Unveils Topos-1: An All-Atom Foundation Model for Intrinsically Disordered Proteins
BySaniya Sayyed January 14, 2026October 22, 2026

Intrinsically disordered proteins (IDPs) are proteins that are central to neurodegenerative diseases and aggressive cancers like prostate cancer, have been considered ‘undruggable’ as structures predicted by traditional tools to determine how they function and interact, and to be studied in medicine and biotechnology are static. ToposBio introduced Topos-1, an all-atom generative model, which addresses this…

Read More ToposBio Unveils Topos-1: An All-Atom Foundation Model for Intrinsically Disordered Proteins
AI | Bioinformatics | LLM | Neuroscience | News | Trending

Unlocking Brain Mysteries with BrainLM: A Versatile Foundation Model for Recording Brain Activity
ByDeotima Chakraborty January 21, 2024January 21, 2024

The Brain Language Model (BrainLM), a foundation model for brain activity dynamics trained on 6,700 hours of functional magnetic resonance imaging (fMRI) scans, was introduced by researchers at Yale University. Through self-supervised masked-prediction training, BrainLM exhibits high performance on zero-shot inference and fine-tuning tasks. Accurate prediction of future brain states and clinical variables such as…

Read More Unlocking Brain Mysteries with BrainLM: A Versatile Foundation Model for Recording Brain Activity
AI | Bioinformatics | Machine Learning | Neural Network | Neuroscience | News | Paper Summary | Trending

New Principles Underlying Neural Activity Discovered With Startling Implications For Machine Learning
BySonal Keni January 12, 2024January 11, 2024

One of the biggest challenges in the machine learning space today is the problem of credit assignment: the identification of the components within the information processing pipeline and pinpointing which are responsible for any errors that crop up in the output generated by the algorithm. The common assumption is that the problem is best resolved…

Read More New Principles Underlying Neural Activity Discovered With Startling Implications For Machine Learning
AI | Bioinformatics | Deep Learning | Health | Neural Network | Neuroscience | News | Paper Summary | Trending

The Rising Potential of Deep Neural Networks in Mimicking Brain Responses to Auditory Stimuli
BySonal Keni December 18, 2023January 11, 2024

One of the primary challenges contemporary neuroscience researchers face is building a successful and accurate computational model of the various sensory systems in the body. Such a model could, in theory, replicate the outputs produced by these biological sensory systems when given identical stimuli and could help improve our understanding of how the brain functions…

Read More The Rising Potential of Deep Neural Networks in Mimicking Brain Responses to Auditory Stimuli

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