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Papers and Preprints
2025
Learning rate collapse prevents training recurrent neural networks at scale (Symmetry and Geometry in Neural Representations, NeurReps)
Bariscan Kurtkaya, Alperen Cimen, Mehmet Harmanli, Andy Alexander, Nina Miolane, Fatih Dinc, Yucel YemezÂ
Conferences
2024
Zoo of RNNs: A comprehensive analysis of recurrent neural networks trained on synthetic behavioral tasks (Society for Neuroscience, SFN)
H. AKENGIN, A. CIMEN, M. YUKSEKGONUL, A. S. ALEXANDER, F. DINC
You can reach the poster here.
2025
Neurozoo: A tool for training recurrent neural network models on behavioral tasks (Society for Neuroscience, SFN)
A. CIMEN, M. YUKSEKGONUL, A. S. ALEXANDER, F. DINCDimensionality of population-level latent mechanisms encoding spatial representations (Symmetry and Geometry in Neural Representations, NeurReps)
Nur Efsan Delikkaya, Alperen Cimen, Francisco Acosta, Adele Myers, Andy Alexander, Fatih Dinc, Nina Miolane
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