@article{guralnik2009complex, title={Complex Langevin equations and Schwinger--Dyson equations}, author={Guralnik, Gerald and Pehlevan, Cengiz}, journal={Nuclear Physics B}, volume={811}, number={3}, pages={519--536}, year={2009}, publisher={North-Holland} } @article{guralnik2009effective, title={Effective potential for complex Langevin equations}, author={Guralnik, Gerald and Pehlevan, Cengiz}, journal={Nuclear Physics B}, volume={822}, number={3}, pages={349--366}, year={2009}, publisher={Elsevier} } @article{guralnik2011dynamics, title={Dynamics of the chiral phase transition from AdS/CFT duality}, author={Guralnik, Gerald and Guralnik, Zachary and Pehlevan, Cengiz}, journal={Journal of High Energy Physics}, number={12}, pages={111}, year={2011} } @article{guralnik2008remarks, title={Remarks on Power Spectra of Chaotic Dynamical Systems}, author={Guralnik, Gerald and Guralnik, Zachary and Pehlevan, Cengiz}, journal={arXiv preprint arXiv:0809.0148}, year={2008} } @article{guralnik2012asymptotics, title={On the Asymptotics of the Hopf Characteristic Function}, author={Guralnik, Zachary and Pehlevan, Cengiz and Guralnik, Gerald}, journal={Chaos}, volume={22}, number={3}, pages={033117}, year={2012} } @article{ferrante2013complex, title={Complex path integrals and the space of theories}, author={Ferrante, Daniel Doro and Guralnik, GS and Guralnik, Zachary and Pehlevan, Cengiz}, journal={arXiv preprint arXiv:1301.4233}, year={2013} } @phdthesis{pehlevan2011non, title={Non-perturbative Methods in Quantum Field Theory}, author={Pehlevan, Cengiz}, year={2011}, school={Brown University} } @article{ali2013basal, title={The basal ganglia is necessary for learning spectral, but not temporal, features of birdsong}, author={Ali, Farhan and Otchy, Timothy M and Pehlevan, Cengiz and Fantana, Antoniu L and Burak, Yoram and {\"O}lveczky, Bence P}, journal={Neuron}, volume={80}, number={2}, pages={494--506}, year={2013}, publisher={Cell Press} } @article{guralnik2014exact, title={On exact statistics and classification of ergodic systems of integer dimension}, author={Guralnik, Zachary and Pehlevan, Cengiz and Guralnik, Gerald}, journal={Chaos: An Interdisciplinary Journal of Nonlinear Science}, volume={24}, number={2}, pages={023125}, year={2014}, publisher={AIP} } @article{pehlevan2014selectivity, title={Selectivity and sparseness in randomly connected balanced networks}, author={Pehlevan, Cengiz and Sompolinsky, Haim}, journal={PLoS One}, volume={9}, number={2}, pages={e89992}, year={2014}, publisher={Public Library of Science} } @inproceedings{hu2013neuron, title={A neuron as a signal processing device}, author={Hu, Tao and Towfic, Zaid J and Pehlevan, Cengiz and Genkin, Alex and Chklovskii, Dmitri B}, booktitle={Signals, Systems and Computers, 2014 48th Asilomar Conference on}, pages={362--366}, year={2013}, organization={IEEE} } @article{pehlevan2015hebbian, title={A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data}, author={Pehlevan, Cengiz and Hu, Tao and Chklovskii, Dmitri B}, journal={Neural computation}, volume={27}, number={7}, pages={1461--1495}, year={2015}, publisher={MIT Press One Rogers St., Cambridge, MA 02142-1209 USA journals-info@ mit. edu} } @inproceedings{hu2014hebbian, title={A Hebbian/Anti-Hebbian Network for Online Sparse Dictionary Learning Derived from Symmetric Matrix Factorization}, author={Hu, Tao and Pehlevan, Cengiz and Chklovskii, Dmitri B}, booktitle={Signals, Systems and Computers, 2014 48th Asilomar Conference on}, pages={613--619}, year={2014}, organization={IEEE} } @inproceedings{pehlevan2014hebbian, title={A Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse Features}, author={Pehlevan, Cengiz and Chklovskii, Dmitri B}, booktitle={Signals, Systems and Computers, 2014 48th Asilomar Conference on}, pages={769--775}, year={2014}, organization={IEEE} } @inproceedings{pehlevan2015optimization, title={Optimization theory of hebbian/anti-hebbian networks for pca and whitening}, author={Pehlevan, Cengiz and Chklovskii, Dmitri B}, booktitle={Communication, Control, and Computing (Allerton), 2015 53rd Annual Allerton Conference on}, pages={1458--1465}, year={2015}, organization={IEEE} } @inproceedings{pehlevan2015normative, title={A normative theory of adaptive dimensionality reduction in neural networks}, author={Pehlevan, Cengiz and Chklovskii, Dmitri}, booktitle={Advances in neural information processing systems}, pages={2269--2277}, year={2015} } @article{pehlevan2018flexibility, title={Flexibility in motor timing constrains the topology and dynamics of pattern generator circuits}, author={Pehlevan, Cengiz and Ali, Farhan and {\"O}lveczky, Bence P}, journal={Nature communications}, volume={9}, number={1}, pages={977}, year={2018}, publisher={Nature Publishing Group} } @article{otchy2015acute, title={Acute off-target effects of neural circuit manipulations}, author={Otchy, Timothy M and Wolff, Steffen BE and Rhee, Juliana Y and Pehlevan, Cengiz and Kawai, Risa and Kempf, Alexandre and Gobes, Sharon MH and {\"O}lveczky, Bence P}, journal={Nature}, volume={528}, number={7582}, pages={358}, year={2015}, publisher={Nature Publishing Group} } @article{pehlevan2016integrative, title={Integrative neuromechanics of crawling in D. melanogaster larvae}, author={Pehlevan, Cengiz and Paoletti, Paolo and Mahadevan, L}, journal={Elife}, volume={5}, pages={e11031}, year={2016}, publisher={eLife Sciences Publications Limited} } @inproceedings{abbasi2016retinal, title={Do retinal ganglion cells project natural scenes to their principal subspace and whiten them?}, author={Abbasi-Asl, Reza and Pehlevan, Cengiz and Yu, Bin and Chklovskii, Dmitri}, booktitle={Signals, Systems and Computers, 2016 50th Asilomar Conference on}, pages={1641--1645}, year={2016}, organization={IEEE} } @inproceedings{chen2016self, title={Self-calibrating neural networks for dimensionality reduction}, author={Chen, Yuansi and Pehlevan, Cengiz and Chklovskii, Dmitri B}, booktitle={Signals, Systems and Computers, 2016 50th Asilomar Conference on}, pages={1488--1495}, year={2016}, organization={IEEE} } @article{pehlevan2017blind, title={Blind nonnegative source separation using biological neural networks}, author={Pehlevan, Cengiz and Mohan, Sreyas and Chklovskii, Dmitri B}, journal={Neural computation}, volume={29}, number={11}, pages={2925--2954}, year={2017}, publisher={MIT Press One Rogers St., Cambridge, MA 02142-1209 USA journals-info@ mit. edu} } @inproceedings{pehlevan2017resource, title={Resource-efficient perceptron has sparse synaptic weight distribution}, author={Pehlevan, Cengiz and Sengupta, Anirvan}, booktitle={Signal Processing and Communications Applications Conference (SIU), 2017 25th}, pages={1--4}, year={2017}, organization={IEEE} } @article{pehlevan2018similarity, title={Why do similarity matching objectives lead to Hebbian/anti-Hebbian networks?}, author={Pehlevan, Cengiz and Sengupta, Anirvan M and Chklovskii, Dmitri B}, journal={Neural computation}, volume={30}, number={1}, pages={84--124}, year={2018}, publisher={MIT Press One Rogers St., Cambridge, MA 02142-1209 USA journals-info@ mit. edu} } @inproceedings{pehlevan2017clustering, title={A clustering neural network model of insect olfaction}, author={Pehlevan, Cengiz and Genkin, Alexander and Chklovskii, Dmitri B}, booktitle={Signals, Systems, and Computers, 2017 51st Asilomar Conference on}, pages={593--600}, year={2017}, organization={IEEE} } @article{guralnik2018holography, title={Holography, Fractals and the Weyl Anomaly}, author={Guralnik, Gerald and Guralnik, Zachary and Pehlevan, Cengiz}, journal={arXiv preprint arXiv:1802.05362}, year={2018} } @article{sengupta2018manifold, title={Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks}, author={Sengupta, Anirvan and Tepper, Mariano and Pehlevan, Cengiz and Genkin, Alexander and Chklovskii, Dmitri}, journal={bioRxiv}, pages={338947}, year={2018}, publisher={Cold Spring Harbor Laboratory} }