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Topic: neocortical networks

ePoster
1 ePoster

In Artificial Intelligence and Biomedical Engineering

ePoster · Electrophysiology

Real-time detection of sharp-wave ripples with a closed-loop stimulation framework

Cem Uran, Carmen Gascó Gálvez, Angela Zordan, Jeroen Bos, Francesco Battaglia, Martin Vinck · Bernstein Conference 2024

Sharp-wave ripples (SWRs) are thought to play a crucial role in memory consolidation, learning, and the formation of long-term memories by facilitating the transfer of information from the hippocampus to neocortical networks. To understand the mechanisms governing SWRs, we have developed a closed-loop stimulation framework tailored for the real-time detection and suppression of SWRs, leveraging the ONIX electrophysiology acquisition system and BONSAI-RX acquisition software. As part of our Bonsai package, we developed a convolutional neural network (CNN) for detection of SWRs recorded with lam