Alexander Genkin

Joined

July 2019

Names

Alexander Genkin

Emails

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Computational Neuroscience, Flatiron Institute (flatironinstitute.org)

2023 – 2025

Researcher

Neuroscience institute, NYU Langone Health (nyulangone.org)

2016 – 2023

Advisors, Relations & Conflicts

Coauthor

Tiberiu Tesileanu

Present

Coauthor

Shiva GhaaniFarashahi

2018 – Present

Coauthor

Profile Photo Siavash Golkar

2018 – Present

Coauthor

Anirvan Sengupta

2017 – Present

Coauthor

Johannes Friedrich

2017 – Present

Coauthor

Dmitri Chklovskii

2006 – Present

Coauthor

Joshua L. Pughe-Sanford

2023 – 2025

Coworker

Shanshan Qin

2023 – 2025

Coauthor

Jason J Moore

2023 – 2025

Coauthor

David Lipshutz

2020 – 2022

Coworker

Cengiz Pehlevan

2016 – 2019

Expertise

computational neuroscience

2006 – Present

machine learning

1987 – Present

Publications

The Neuron as a Direct Data-Driven Controller
Jason Moore, Alexander Genkin, Magnus Tournoy, Joshua Pughe-Sanford, Robert R. de Ruyter van Steveninck, Dmitri B. Chklovskii
- CoRR 2024
- Readers: Everyone
Biological Learning of Irreducible Representations of Commuting Transformations
Alexander Genkin, David Lipshutz, Siavash Golkar, Tiberiu Tesileanu, Dmitri Chklovskii
- Published: 31 Oct 2022, Last Modified: 07 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Biological Learning of Irreducible Representations of Commuting Transformations
Alexander Genkin, David Lipshutz, Siavash Golkar, Tiberiu Tesileanu, Dmitri B. Chklovskii
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- NeurIPS 2022
- Readers: Everyone
Neural optimal feedback control with local learning rules
Johannes Friedrich, Siavash Golkar, Shiva Farashahi, Alexander Genkin, Anirvan M. Sengupta, Dmitri Chklovskii
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Spotlight
- Readers: Everyone
Neural optimal feedback control with local learning rules
Johannes Friedrich, Siavash Golkar, Shiva Farashahi, Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii
- 2021 (modified: 17 Apr 2023)
- NeurIPS 2021
- Readers: Everyone
A Neural Network for Semi-supervised Learning on Manifolds
Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii
- Published: 01 Jan 2019, Last Modified: 17 May 2023
- ICANN (1) 2019
- Readers: Everyone
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks
Anirvan M. Sengupta, Cengiz Pehlevan, Mariano Tepper, Alexander Genkin, Dmitri B. Chklovskii
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
A clustering neural network model of insect olfaction
Cengiz Pehlevan, Alexander Genkin, Dmitri B. Chklovskii
- 2017 (modified: 17 May 2023)
- ACSSC 2017
- Readers: Everyone
Distributed Coordinate Descent for Generalized Linear Models with Regularization
Ilya Trofimov, Alexander Genkin
- 2016 (modified: 24 Apr 2023)
- CoRR 2016
- Readers: Everyone
A Network of Spiking Neurons for Computing Sparse Representations in an Energy-Efficient Way
Tao Hu, Alexander Genkin, Dmitri B. Chklovskii
- Neural Comput. 2012
- Readers: Everyone

View all 14 publications

Co-Authors

View all 30 co-authors