Alert button
Picture for Dmitri B. Chklovskii

Dmitri B. Chklovskii

Alert button

Neuronal Temporal Filters as Normal Mode Extractors

Jan 06, 2024
Siavash Golkar, Jules Berman, David Lipshutz, Robert Mihai Haret, Tim Gollisch, Dmitri B. Chklovskii

Viaarxiv icon

The Neuron as a Direct Data-Driven Controller

Jan 03, 2024
Jason Moore, Alexander Genkin, Magnus Tournoy, Joshua Pughe-Sanford, Rob R. de Ruyter van Steveninck, Dmitri B. Chklovskii

Viaarxiv icon

Adaptive whitening with fast gain modulation and slow synaptic plasticity

Aug 25, 2023
Lyndon R. Duong, Eero P. Simoncelli, Dmitri B. Chklovskii, David Lipshutz

Viaarxiv icon

Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-training

Aug 02, 2023
Yanis Bahroun, Shagesh Sridharan, Atithi Acharya, Dmitri B. Chklovskii, Anirvan M. Sengupta

Figure 1 for Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-training
Figure 2 for Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-training
Figure 3 for Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-training
Figure 4 for Unlocking the Potential of Similarity Matching: Scalability, Supervision and Pre-training
Viaarxiv icon

A normative framework for deriving neural networks with multi-compartmental neurons and non-Hebbian plasticity

Feb 20, 2023
David Lipshutz, Yanis Bahroun, Siavash Golkar, Anirvan M. Sengupta, Dmitri B. Chklovskii

Figure 1 for A normative framework for deriving neural networks with multi-compartmental neurons and non-Hebbian plasticity
Figure 2 for A normative framework for deriving neural networks with multi-compartmental neurons and non-Hebbian plasticity
Viaarxiv icon

Statistical whitening of neural populations with gain-modulating interneurons

Jan 27, 2023
Lyndon R. Duong, David Lipshutz, David J. Heeger, Dmitri B. Chklovskii, Eero P. Simoncelli

Figure 1 for Statistical whitening of neural populations with gain-modulating interneurons
Figure 2 for Statistical whitening of neural populations with gain-modulating interneurons
Figure 3 for Statistical whitening of neural populations with gain-modulating interneurons
Figure 4 for Statistical whitening of neural populations with gain-modulating interneurons
Viaarxiv icon

An online algorithm for contrastive Principal Component Analysis

Nov 14, 2022
Siavash Golkar, David Lipshutz, Tiberiu Tesileanu, Dmitri B. Chklovskii

Figure 1 for An online algorithm for contrastive Principal Component Analysis
Figure 2 for An online algorithm for contrastive Principal Component Analysis
Figure 3 for An online algorithm for contrastive Principal Component Analysis
Figure 4 for An online algorithm for contrastive Principal Component Analysis
Viaarxiv icon

Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation

Sep 21, 2022
David Lipshutz, Cengiz Pehlevan, Dmitri B. Chklovskii

Figure 1 for Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation
Figure 2 for Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation
Figure 3 for Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation
Figure 4 for Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation
Viaarxiv icon

Bridging the Gap: Point Clouds for Merging Neurons in Connectomics

Dec 10, 2021
Jules Berman, Dmitri B. Chklovskii, Jingpeng Wu

Figure 1 for Bridging the Gap: Point Clouds for Merging Neurons in Connectomics
Figure 2 for Bridging the Gap: Point Clouds for Merging Neurons in Connectomics
Figure 3 for Bridging the Gap: Point Clouds for Merging Neurons in Connectomics
Figure 4 for Bridging the Gap: Point Clouds for Merging Neurons in Connectomics
Viaarxiv icon