Weighted Synapses Without Carry Operations for RRAM-Based Neuromorphic Systems

Improving Analog Switching in HfOx-Based Resistive Memory With a Thermal Enhanced Layer

(2017) Wei Wu et al.   IEEE ELECTRON DEVICE LETTERS

Face classification using electronic synapses

(2017) Peng Yao et al.   Nature Communications

Event-Driven Random Back-Propagation: Enabling Neuromorphic Deep Learning Machines

(2017) Emre O. Neftci et al.   Frontiers in Neuroscience

Li-Ion Synaptic Transistor for Low Power Analog Computing

(2016) Elliot J. Fuller et al.   ADVANCED MATERIALS

Improved Synaptic Behavior Under Identical Pulses Using AlOx/HfO2Bilayer RRAM Array for Neuromorphic Systems

(2016) Jiyong Woo et al.   IEEE ELECTRON DEVICE LETTERS

Training a Probabilistic Graphical Model With Resistive Switching Electronic Synapses

(2016) Sukru Burc Eryilmaz et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations

(2016) Tayfun Gokmen et al.   Frontiers in Neuroscience

Contrastive divergence for memristor-based restricted Boltzmann machine

(2015) Ahmad Muqeem Sheri et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

RRAM-Based Analog Approximate Computing

(2015) Boxun Li et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element

(2015) Geoffrey W. Burr et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

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

(2015) M. Prezioso et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Memristor-Based Multilayer Neural Networks With Online Gradient Descent Training

(2015) Daniel Soudry et al.   IEEE Transactions on Neural Networks and Learning Systems

Metal–Oxide RRAM

(2012) H.-S. Philip Wong et al.   PROCEEDINGS OF THE IEEE

An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation

(2011) Shimeng Yu et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

The missing memristor found

(2008) Dmitri B. Strukov et al.   NATURE