David Lipshutz

About

Work

Baylor College of Medicine
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Assistant Professor

US

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Flatiron Institute
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Associate Research Scientist

US

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Technion – Israel Institute of Technology
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Postdoctoral Fellow

Israel

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Brown University
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Postdoctoral Fellow

US

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Education

University of California, San Diego
United States of America

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Ph.D.

University of California, San Diego
United States of America

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BA

Publications

Neuronal temporal filters as normal mode extractors

Published by

Physical Review Research

Summary

journal-article

Shaping the distribution of neural responses with interneurons in a recurrent circuit model

Published by

Advances in Neural Information Processing Systems

Summary

conference-paper

Adaptive whitening with fast gain modulation and slow synaptic plasticity

Published by

Neural Information Processing Systems

Summary

conference-paper

Normative Framework for Deriving Neural Networks with Multicompartmental Neurons and Non-Hebbian Plasticity

Published by

PRX Life

Summary

journal-article

Adaptive whitening in neural populations with gain-modulating interneurons

Published by

International Conference on Machine Learning

Summary

conference-paper

An Online Algorithm for Contrastive Principal Component Analysis

Published by

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Summary

conference-paper

Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation

Published by

International Conference on Learning Representations

Summary

conference-paper

A linear discriminant analysis model of imbalanced associative learning in the mushroom body compartment

Published by

PLOS Computational Biology

Summary

journal-article

Coordinated drift of receptive fields in Hebbian/anti-Hebbian network models during noisy representation learning

Published by

Nature Neuroscience

Summary

journal-article

Biologically plausible single-layer networks for nonnegative independent component analysis

Published by

Biological Cybernetics

Summary

journal-article

Stability of Synchronous Slowly Oscillating Periodic Solutions for Systems of Delay Differential Equations with Coupled Nonlinearity

Published by

Journal of Dynamics and Differential Equations

Summary

journal-article

Customer-Server Population Dynamics in Heavy Traffic

Published by

Stochastic Systems

Summary

journal-article

Biological Learning of Irreducible Representations of Commuting Transformations

Published by

Neural Information Processing Systems

Summary

conference-paper

A Biologically Plausible Neural Network for Multichannel Canonical Correlation Analysis

Published by

Neural Computation

Summary

journal-article

Sensitivity Analysis for the Stationary Distribution of Reflected Brownian Motion in a Convex Polyhedral Cone

Published by

Mathematics of Operations Research

Summary

journal-article

Heavy Traffic Limits for Join-the-Shortest-Estimated-Queue Policy Using Delayed Information

Published by

Mathematics of Operations Research

Summary

journal-article

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

Published by

Neural Information Processing Systems

Summary

conference-paper

A biologically plausible neural network for slow feature analysis

Published by

Advances in Neural Information Processing Systems

Summary

conference-paper

Open Problem—Load Balancing Using Delayed Information

Published by

Stochastic Systems

Summary

journal-article

Pathwise differentiability of reflected diffusions in convex polyhedral domains

Published by

Annales de l'Institut Henri Poincaré, Probabilités et Statistiques

Summary

journal-article

A Monte Carlo Method for Estimating Sensitivities of Reflected Diffusions in Convex Polyhedral Domains

Published by

Stochastic Systems

Summary

journal-article

Large deviations for the empirical measure of a diffusion via weak convergence methods

Published by

Stochastic Processes and their Applications

Summary

journal-article

On directional derivatives of Skorokhod maps in convex polyhedral domains

Published by

The Annals of Applied Probability

Summary

journal-article

Exit time asymptotics for small noise stochastic delay differential equations

Published by

Discrete & Continuous Dynamical Systems - A

Summary

journal-article

Existence, Uniqueness, and Stability of Slowly Oscillating Periodic Solutions for Delay Differential Equations with Nonnegativity Constraints

Published by

SIAM Journal on Mathematical Analysis

Summary

journal-article