Juan A. Gallego — accepted AI-conference papers

2024

Feedback control guides credit assignment in recurrent neural networks

Klara Kaleb, Barbara Feulner, Juan A. Gallego, Claudia Clopath

NeurIPS 2024poster

How do brain circuits learn to generate behaviour? While significant strides have been made in understanding learning in artificial neural networks, applying this knowledge to biological networks remains challenging. For instance, while backpropagation is known to perform accurate credit assignm…

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2019

Adversarial Domain Adaptation for Stable Brain-Machine Interfaces

Ali Farshchian, Juan A. Gallego, Joseph P. Cohen, Yoshua Bengio, Lee E. Miller, Sara A. Solla

ICLR 2019poster

Brain-Machine Interfaces (BMIs) have recently emerged as a clinically viable option to restore voluntary movements after paralysis. These devices are based on the ability to extract information about movement intent from neural signals recorded using multi-electrode arrays chronically implanted in t…

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