Cengiz Pehlevan
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Acute off-target effects of neural circuit manipulations
TM Otchy, SBE Wolff, JY Rhee, C Pehlevan, R Kawai, A Kempf, ...
Nature 528 (7582), 358-363, 2015
The basal ganglia is necessary for learning spectral, but not temporal, features of birdsong
F Ali, TM Otchy, C Pehlevan, AL Fantana, Y Burak, BP Ölveczky
Neuron 80 (2), 494-506, 2013
A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data
C Pehlevan, T Hu, DB Chklovskii
Neural computation 27 (7), 1461-1495, 2015
Complex Langevin equations and Schwinger–Dyson equations
G Guralnik, C Pehlevan
Nuclear Physics B 811 (3), 519-536, 2009
Why do similarity matching objectives lead to hebbian/anti-hebbian networks?
C Pehlevan, AM Sengupta, DB Chklovskii
Neural computation 30 (1), 84-124, 2017
A normative theory of adaptive dimensionality reduction in neural networks
C Pehlevan, DB Chklovskii
arXiv preprint arXiv:1511.09426, 2015
A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features
C Pehlevan, DB Chklovskii
Signals, Systems and Computers, 2014 48th Asilomar Conference on, 769-775, 2014
Selectivity and sparseness in randomly connected balanced networks
C Pehlevan, H Sompolinsky
PLoS One 9 (2), e89992, 2014
Effective potential for complex Langevin equations
G Guralnik, C Pehlevan
Nuclear Physics B 822 (3), 349-366, 2009
A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization
T Hu, C Pehlevan, DB Chklovskii
Signals, Systems and Computers, 2014 48th Asilomar Conference on, 613-619, 2014
Spectrum dependent learning curves in kernel regression and wide neural networks
B Bordelon, A Canatar, C Pehlevan
International Conference on Machine Learning, 1024-1034, 2020
Manifold-tiling localized receptive fields are optimal in similarity-preserving neural networks
AM Sengupta, C Pehlevan, M Tepper, A Genkin, DB Chklovskii
BioRxiv, 338947, 2018
Integrative neuromechanics of crawling in D. melanogaster larvae
C Pehlevan, P Paoletti, L Mahadevan
Elife 5, e11031, 2016
Blind nonnegative source separation using biological neural networks
C Pehlevan, S Mohan, DB Chklovskii
Neural computation 29 (11), 2925-2954, 2017
Neuroscience-inspired online unsupervised learning algorithms: Artificial neural networks
C Pehlevan, DB Chklovskii
IEEE Signal Processing Magazine 36 (6), 88-96, 2019
A clustering neural network model of insect olfaction
C Pehlevan, A Genkin, DB Chklovskii
2017 51st Asilomar Conference on Signals, Systems, and Computers, 593-600, 2017
Complex path integrals and the space of theories
DD Ferrante, GS Guralnik, Z Guralnik, C Pehlevan
arXiv preprint arXiv:1301.4233, 2013
Flexibility in motor timing constrains the topology and dynamics of pattern generator circuits
C Pehlevan, F Ali, BP Ölveczky
Nature communications 9 (1), 1-15, 2018
Optimization theory of hebbian/anti-hebbian networks for pca and whitening
C Pehlevan, DB Chklovskii
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
A spiking neural network with local learning rules derived from nonnegative similarity matching
C Pehlevan
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
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