A neural algorithm for a fundamental computing problem

Optimal Degrees of Synaptic Connectivity

(2017) Ashok Litwin-Kumar et al.   NEURON

Mechanisms of Winner-Take-All and Group Selection in Neuronal Spiking Networks

(2017) Yanqing Chen   Frontiers in Computational Neuroscience

A statistical property of fly odor responses is conserved across odors

(2016) Charles F. Stevens   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Olfactory learning skews mushroom body output pathways to steer behavioral choice in Drosophila

(2015) David Owald et al.   CURRENT OPINION IN NEUROBIOLOGY

What the fly’s nose tells the fly’s brain

(2015) Charles F. Stevens   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Sparser Johnson-Lindenstrauss Transforms

(2014) Daniel M. Kane et al.   JOURNAL OF THE ACM

Sparse, decorrelated odor coding in the mushroom body enhances learned odor discrimination

(2014) Andrew C Lin et al.   NATURE NEUROSCIENCE

Sparse sign-consistent Johnson–Lindenstrauss matrices: Compression with neuroscience-based constraints: Fig. 1.

(2014) Zeyuan Allen-Zhu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

What must a global theory of cortex explain?

(2013) Leslie G Valiant   CURRENT OPINION IN NEUROBIOLOGY

Random convergence of olfactory inputs in the Drosophila mushroom body

(2013) Sophie J. C. Caron et al.   NATURE

Neurons and circuits for odor processing in the piriform cortex

(2013) John M. Bekkers et al.   TRENDS IN NEUROSCIENCES

Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval

(2012) Yunchao Gong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Optimal Parameters for Locality-Sensitive Hashing

(2012) Malcolm Slaney et al.   PROCEEDINGS OF THE IEEE

Cortical Processing of Odor Objects

(2011) Donald A. Wilson et al.   NEURON

Normalization for Sparse Encoding of Odors by a Wide-Field Interneuron

(2011) M. Papadopoulou et al.   SCIENCE

Product Quantization for Nearest Neighbor Search

(2010) H Jégou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Divisive Normalization in Olfactory Population Codes

(2010) Shawn R. Olsen et al.   NEURON

Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions

(2008) Alexandr Andoni et al.   COMMUNICATIONS OF THE ACM

Semantic hashing

(2008) Ruslan Salakhutdinov et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Olfactory Representations by Drosophila Mushroom Body Neurons

(2007) Glenn C. Turner et al.   JOURNAL OF NEUROPHYSIOLOGY