Marta Blanco-Pozo — accepted AI-conference papers

2025

Dynamical phases of short-term memory mechanisms in RNNs

Bariscan Kurtkaya, Fatih Dinc, Mert Yuksekgonul, Marta Blanco-Pozo, Ege Cirakman, Mark Schnitzer +4

ICML 2025poster

Short-term memory is essential for cognitive processing, yet our understanding of its neural mechanisms remains unclear. Neuroscience has long focused on how sequential activity patterns, where neurons fire one after another within large networks, can explain how information is maintained. While rec…

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2024

ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets

Yiqi Jiang, Hakki Orhun Akengin, Ji Zhou, Mehmet Anil Aslihak, Yang Li, Radoslaw Chrapkiewicz +9

NeurIPS 2024poster

Recent advances in calcium imaging enable simultaneous recordings of up to a million neurons in behaving animals, producing datasets of unprecedented scales. Although individual neurons and their activity traces can be extracted from these videos with automated algorithms, the results often require…

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