Author

Guillaume Lajoie

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Open access Sep 2026

Assistive algorithms influence neural representations in motor brain-computer interfaces

Task errors are used to learn and refine motor skills. We investigated how task assistance influences learned neural representations using Brain-Computer Interfaces (BCIs), which map neural activity into movement via a decoder. We analyzed motor cortex activity as monkeys practiced BCI with a decoder that adapted to im...

Pavithra Rajeswaran, Alexandre Payeur, Guillaume Lajoie et al. · Nature Communications · 0 citations

#machine learning Sep 2026

BrainWideBench: Benchmarking large-scale pretraining and across-animal transfer in multi-region neural recordings

BrainWideBench is presented, a benchmark for evaluating across-animal transfer on multi-region neural recordings, built on the International Brain Laboratory Brainwide Map dataset of neural and behavioral recordings spanning 276 brain regions from 139 mice performing a sensory-guided decision-making task.

Alexandre Andre, S. Mahato, Vinam Arora et al. · arXiv.org · 0 citations