Blind Nonnegative Source Separation Using Biological Neural Networks

A Local Learning Rule for Independent Component Analysis

(2016) Takuya Isomura et al.   Scientific Reports

Coordinate descent algorithms

(2015) Stephen J. Wright   MATHEMATICAL PROGRAMMING

Deep learning

(2015) Yann LeCun et al.   NATURE

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

(2015) Cengiz Pehlevan et al.   NEURAL COMPUTATION

Cultured Cortical Neurons Can Perform Blind Source Separation According to the Free-Energy Principle

(2015) Takuya Isomura et al.   PLoS Computational Biology

SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering

(2014) Da Kuang et al.   JOURNAL OF GLOBAL OPTIMIZATION

Non-Negative Matrix Factorization Revisited: Uniqueness and Algorithm for Symmetric Decomposition

(2013) Kejun Huang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Mechanisms Underlying Selective Neuronal Tracking of Attended Speech at a “Cocktail Party”

(2013) Elana M. Zion Golumbic et al.   NEURON

Selective cortical representation of attended speaker in multi-talker speech perception

(2012) Nima Mesgarani et al.   NATURE

Plasticity of Inhibition

(2012) Dimitri M. Kullmann et al.   NEURON

The cocktail party problem

(2009) Josh H. McDermott   CURRENT BIOLOGY

The cocktail party problem: What is it? How can it be solved? And why should animal behaviorists study it?

(2008) Mark A. Bee et al.   JOURNAL OF COMPARATIVE PSYCHOLOGY

Theorems on Positive Data: On the Uniqueness of NMF

(2008) Hans Laurberg et al.   Computational Intelligence and Neuroscience