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List of works by Dmitri B. Chklovskii

A Biologically Plausible Neural Network for Slow Feature Analysis ⬇️

scientific article published in November 2020

A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data. ⬇️

scientific article published on 14 May 2015

A Network of Spiking Neurons for Computing Sparse Representations in an Energy-Efficient Way ⬇️

scientific article published on August 24, 2012

A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks ⬇️

A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit ⬇️

article by Yanis Bahroun et al published 2019 in Advances in Neural Information Processing Systems 32

A consistent muscle activation strategy underlies crawling and swimming in Caenorhabditis elegans

scientific article

A cost-benefit analysis of neuronal morphology

scientific article published on 27 February 2008

A lattice filter model of the visual pathway ⬇️

scientific article published in January 2012

A mechanistic model of early sensory processing based on subtracting sparse representations ⬇️

scientific article published in January 2012

A neuron as a signal processing device

scholarly article published November 2013

A simple normative network approximates local non-Hebbian learning in the cortex ⬇️

scientific article published in November 2020

A visual motion detection circuit suggested by Drosophila connectomics

scientific article published on August 2013

Automatic Adaptation to Fast Input Changes in a Time-Invariant Neural Circuit

scientific article published on 6 August 2015

Blind Nonnegative Source Separation Using Biological Neural Networks.

scientific article published on 04 August 2017

Branching Law for Axons ⬇️

scientific article published in January 2003

CaImAn an open source tool for scalable calcium imaging data analysis

scientific article published on 17 January 2019

Class-specific features of neuronal wiring

scientific article

Correction: Highly Nonrandom Features of Synaptic Connectivity in Local Cortical Circuits

scientific article

Electron Microscopy Reconstruction of Brain Structure Using Sparse Representations Over Learned Dictionaries

scientific article published on 2 August 2013

Exact solution for the optimal neuronal layout problem

scientific article published on 01 October 2004

Geometric and functional organization of cortical circuits.

scientific article published on 8 May 2005

Geometry and structural plasticity of synaptic connectivity

scientific article published in April 2002

Highly nonrandom features of synaptic connectivity in local cortical circuits

scientific article published in March 2005

Large-scale automated histology in the pursuit of connectomes

scientific article

Local potential connectivity in cat primary visual cortex

scientific article

Machine learning of hierarchical clustering to segment 2D and 3D images

scientific article

Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks ⬇️

Maps in the brain: what can we learn from them?

scientific article published in January 2004

Maximization of the connectivity repertoire as a statistical principle governing the shapes of dendritic arbors

scholarly article

Neocortex: a lean mean memory storage machine

scientific article

Neurogeometry and potential synaptic connectivity

scientific article

Neuronal Circuits Underlying Persistent Representations Despite Time Varying Activity ⬇️

scientific article published on October 18, 2012

Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter ⬇️

scientific article published in January 2012

Neurons as Canonical Correlation Analyzers

scientific article published on 30 June 2020

Neuroscience. The mind of a male?

scientific article published on 01 July 2012

OnACID: Online Analysis of Calcium Imaging Data in Real Time ⬇️

scientific article published in January 2017

Optimal Sizes of Dendritic and Axonal Arbors ⬇️

Optimal information storage in noisy synapses under resource constraints

scientific article published in November 2006

Over-complete representations on recurrent neural networks can support persistent percepts ⬇️

scholarly article by Shaul Druckmann & Dmitri B. Chklovskii published 2010 in Advances in Neural Information Processing Systems 23

Power-law for axon diameters at branch point

scientific article

Proprioceptive coupling within motor neurons drives C. elegans forward locomotion

scientific article

Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME) ⬇️

scientific article published in January 2009

Search for computational modules in the C. elegans brain

scientific article

Segregation of the brain into gray and white matter: a design minimizing conduction delays

scientific article

Semi-automated reconstruction of neural circuits using electron microscopy ⬇️

scientific article published on September 15, 2010

Structural properties of the Caenorhabditis elegans neuronal network

scientific article published in 2011

Synaptic circuits and their variations within different columns in the visual system of Drosophila

scientific article

Synaptic connectivity and neuronal morphology: two sides of the same coin

scientific article

Thalamocortical input onto layer 5 pyramidal neurons measured using quantitative large-scale array tomography

scientific article

The comprehensive connectome of a neural substrate for 'ON' motion detection in Drosophila

scientific article

Toward large-scale connectome reconstructions

scientific article published on 02 March 2014

Ultrastructural analysis of hippocampal neuropil from the connectomics perspective

scientific article published on September 2010

Why Do Similarity Matching Objectives Lead to Hebbian/Anti-Hebbian Networks?

scientific article published on 28 September 2017

Wiring Optimization in the Brain ⬇️

Wiring economy and volume exclusion determine neuronal placement in the Drosophila brain

scientific article

Wiring economy can account for cell body placement across species and brain areas

scientific article published in February 2014

Wiring optimization can relate neuronal structure and function

scholarly article

Wiring optimization in cortical circuits

scientific article published in April 2002

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