Dinc, Fatih

7 publications

ICML 2025 Dynamical Phases of Short-Term Memory Mechanisms in RNNs Bariscan Kurtkaya, Fatih Dinc, Mert Yuksekgonul, Marta Blanco-Pozo, Ege Cirakman, Mark Schnitzer, Yucel Yemez, Hidenori Tanaka, Peng Yuan, Nina Miolane

NeurIPS 2025 Extracting Task-Relevant Preserved Dynamics from Contrastive Aligned Neural Recordings Yiqi Jiang, Kaiwen Sheng, Yujia Gao, E. Kelly Buchanan, Yu Shikano, Seung Je Woo, Yixiu Zhao, Tony Hyun Kim, Fatih Dinc, Scott Linderman, Mark Schnitzer

NeurIPS 2024 Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems Francisco Acosta, Fatih Dinc, William T. Redman, Manu Madhav, David Klindt, Nina Miolane

ICMLW 2024 Why Do Recurrent Neural Networks Suddenly Learn? Bifurcation Mechanisms in Neuro-Inspired Short-Term Memory Tasks Udith Haputhanthri, Liam Storan, Yiqi Jiang, Adam Shai, Hakki Orhun Akengin, Mark Schnitzer, Fatih Dinc, Hidenori Tanaka

NeurIPSW 2023 ActSort: An Active-Learning Accelerated Cell Sorting Algorithm for Large-Scale Calcium Imaging Datasets Hakki Orhun Akengin, Mehmet Anil Aslihak, Yiqi Jiang, Yang Li, Oscar Hernandez, Hakan Inan, Christopher Miranda, Marta Blanco Pozo, Fatih Dinc, Mark Schnitzer

NeurIPS 2023 CORNN: Convex Optimization of Recurrent Neural Networks for Rapid Inference of Neural Dynamics Fatih Dinc, Adam Shai, Mark Schnitzer, Hidenori Tanaka

NeurIPSW 2023 Enhanced Cue Associated Memory in Temporally Consistent Recurrent Neural Networks Udith Haputhanthri, Liam Storan, Adam Shai, Surya Ganguli, Mark Schnitzer, Hidenori Tanaka, Fatih Dinc