Multilevel interpretability of artificial neural networks: leveraging framework and methods from neuroscience

Z He, J Achterberg, K Collins, K Nejad… - arxiv preprint arxiv …, 2024 - arxiv.org
As deep learning systems are scaled up to many billions of parameters, relating their
internal structure to external behaviors becomes very challenging. Although daunting, this …

A posture subspace in primary motor cortex

PJ Marino, L Bahureksa, CF Fisac, ER Oby… - …, 2024 - pmc.ncbi.nlm.nih.gov
To generate movements, the brain must combine information about movement goal and
body posture. Motor cortex (M1) is a key node for the convergence of these information …

Novel Methods for Understanding the Neural Encoding of Natural Stimuli in the Human Brain

D Skrill - 2024 - search.proquest.com
The human brain's ability to understand complex natural stimuli, such as speech, music,
language, and visual scenes and objects, is remarkable for its accuracy, efficiency, and …