Sparse coding with memristor networks

Feature Extraction Using Memristor Networks

(2016) Patrick M. Sheridan et al.   IEEE Transactions on Neural Networks and Learning Systems

Energy Scaling Advantages of Resistive Memory Crossbar Based Computation and Its Application to Sparse Coding

(2016) Sapan Agarwal et al.   Frontiers in Neuroscience

Biorealistic Implementation of Synaptic Functions with Oxide Memristors through Internal Ionic Dynamics

(2015) Chao Du et al.   ADVANCED FUNCTIONAL MATERIALS

Nanoscale connections for brain-like circuits

(2015) Robert Legenstein   NATURE

Training and operation of an integrated neuromorphic network based on metal-oxide memristors

(2015) M. Prezioso et al.   NATURE

Pattern classification by memristive crossbar circuits using ex situ and in situ training

(2013) Fabien Alibart et al.   Nature Communications

Memristive devices for computing

(2012) J. Joshua Yang et al.   Nature Nanotechnology

Synaptic behaviors and modeling of a metal oxide memristive device

(2011) Ting Chang et al.   APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING

A Functional Hybrid Memristor Crossbar-Array/CMOS System for Data Storage and Neuromorphic Applications

(2011) Kuk-Hwan Kim et al.   NANO LETTERS

Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing

(2011) Duygu Kuzum et al.   NANO LETTERS

Short-term plasticity and long-term potentiation mimicked in single inorganic synapses

(2011) Takeo Ohno et al.   NATURE MATERIALS

Practical Approach to Programmable Analog Circuits With Memristors

(2010) Yuriy V. Pershin et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

Experimental demonstration of associative memory with memristive neural networks

(2010) Yuriy V. Pershin et al.   NEURAL NETWORKS

Sparse Representation for Computer Vision and Pattern Recognition

(2010) John Wright et al.   PROCEEDINGS OF THE IEEE

Memristor−CMOS Hybrid Integrated Circuits for Reconfigurable Logic

(2009) Qiangfei Xia et al.   NANO LETTERS

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE

Sparse Coding via Thresholding and Local Competition in Neural Circuits

(2008) Christopher J. Rozell et al.   NEURAL COMPUTATION