Learning Curves for Noisy Heterogeneous Feature-Subsampled Ridge Ensembles

por Ruben, Benjamin S., Pehlevan, Cengiz
Publicado 2023

Selectivity and Sparseness in Randomly Connected Balanced Networks

por Pehlevan, Cengiz, Sompolinsky, Haim
Publicado 2014

Population codes enable learning from few examples by shaping inductive bias

por Bordelon, Blake, Pehlevan, Cengiz
Publicado 2022

Integrative neuromechanics of crawling in D. melanogaster larvae

por Pehlevan, Cengiz, Paoletti, Paolo, Mahadevan, L
Publicado 2016

Spectral bias and task-model alignment explain generalization in kernel regression and infinitely wide neural networks

por Canatar, Abdulkadir, Bordelon, Blake, Pehlevan, Cengiz
Publicado 2021

Flexibility in motor timing constrains the topology and dynamics of pattern generator circuits

por Pehlevan, Cengiz, Ali, Farhan, Ölveczky, Bence P.
Publicado 2018

Normative and mechanistic model of an adaptive circuit for efficient encoding and feature extraction

por Chapochnikov, Nikolai M., Pehlevan, Cengiz, Chklovskii, Dmitri B.
Publicado 2023

Neurons as Canonical Correlation Analyzers

por Pehlevan, Cengiz, Zhao, Xinyuan, Sengupta, Anirvan M., Chklovskii, Dmitri
Publicado 2020

Neural Circuits for Fast Poisson Compressed Sensing in the Olfactory Bulb

por Zavatone-Veth, Jacob A., Masset, Paul, Tong, William L., Zak, Joseph D., Murthy, Venkatesh N., Pehlevan, Cengiz
Publicado 2023

Internal state configures olfactory behavior and early sensory processing in Drosophila larvae

por Vogt, Katrin, Zimmerman, David M., Schlichting, Matthias, Hernandez-Nunez, Luis, Qin, Shanshan, Malacon, Karen, Rosbash, Michael, Pehlevan, Cengiz, Cardona, Albert, Samuel, Aravinthan D. T.
Publicado 2021

Functional imaging and quantification of multineuronal olfactory responses in C. elegans

por Lin, Albert, Qin, Shanshan, Casademunt, Helena, Wu, Min, Hung, Wesley, Cain, Gregory, Tan, Nicolas Z., Valenzuela, Raymond, Lesanpezeshki, Leila, Venkatachalam, Vivek, Pehlevan, Cengiz, Zhen, Mei, Samuel, Aravinthan D.T.
Publicado 2023