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Disambiguation of "Pehlevan, Cengiz"

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Biologically Plausible Online Principal Component Analysis Without Recurrent Neural Dynamics.

, , and . ACSSC, page 104-111. IEEE, (2018)

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Cengiz Karatay

Cengiz Deniz

Canan Cengiz

Cengiz Karatay

Cetin Cengiz

 

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Asymptotics of representation learning in finite Bayesian neural networks., , and . CoRR, (2021)Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation., , and . CoRR, (2022)Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks., , , , and . NeurIPS, page 7080-7090. (2018)Exact marginal prior distributions of finite Bayesian neural networks., and . NeurIPS, page 3364-3375. (2021)Natural gradient enables fast sampling in spiking neural networks., , , , and . NeurIPS, (2022)Infinite Limits of Multi-head Transformer Dynamics., , and . CoRR, (2024)Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit., , , , and . ICLR, OpenReview.net, (2024)Efficient Principal Subspace Projection of Streaming Data Through Fast Similarity Matching., , , and . IEEE BigData, page 1015-1022. IEEE, (2018)A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features., and . CoRR, (2015)A Spiking Neural Network with Local Learning Rules Derived from Nonnegative Similarity Matching.. ICASSP, page 7958-7962. IEEE, (2019)