Evidence of soft bound behaviour in analogue memristive devices for neuromorphic computing

Mitigating Asymmetric Nonlinear Weight Update Effects in Hardware Neural Network Based on Analog Resistive Synapse

(2018) Chih-Cheng Chang et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Memristive computing devices and applications

(2017) Mohammed A. Zidan et al.   JOURNAL OF ELECTROCERAMICS

Resistive random access memory (RRAM) technology: From material, device, selector, 3D integration to bottom-up fabrication

(2017) Hong-Yu Chen et al.   JOURNAL OF ELECTROCERAMICS

Experimental Demonstration of Feature Extraction and Dimensionality Reduction Using Memristor Networks

(2017) Shinhyun Choi et al.   NANO LETTERS

Role of Al doping in the filament disruption in HfO2 resistance switches

(2017) Stefano Brivio et al.   NANOTECHNOLOGY

Face classification using electronic synapses

(2017) Peng Yao et al.   Nature Communications

Stochastic circuit breaker network model for bipolar resistance switching memories

(2017) S. Brivio et al.   Journal of Computational Electronics

Ultrafast RESET Analysis of HfO x -Based RRAM by Sub-Nanosecond Pulses

(2017) Chen Wang et al.   Advanced Electronic Materials

Role of the Electrode Material on the RESET Limitation in Oxide ReRAM Devices

(2017) Alexander Schönhals et al.   Advanced Electronic Materials

Nanoionics-Enabled Memristive Devices: Strategies and Materials for Neuromorphic Applications

(2017) Zhiyong Wang et al.   Advanced Electronic Materials

Multibit memory operation of metal-oxide bi-layer memristors

(2017) Spyros Stathopoulos et al.   Scientific Reports

Experimental study of gradual/abrupt dynamics of HfO2-based memristive devices

(2016) S. Brivio et al.   APPLIED PHYSICS LETTERS

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

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

TiOx-Based RRAM Synapse With 64-Levels of Conductance and Symmetric Conductance Change by Adopting a Hybrid Pulse Scheme for Neuromorphic Computing

(2016) Jaesung Park et al.   IEEE ELECTRON DEVICE LETTERS

Neuromorphic Learning and Recognition With One-Transistor-One-Resistor Synapses and Bistable Metal Oxide RRAM

(2016) Stefano Ambrogio et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Metal oxide resistive random access memory based synaptic devices for brain-inspired computing

(2016) Bin Gao et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

Engineering incremental resistive switching in TaOxbased memristors for brain-inspired computing

(2016) Zongwei Wang et al.   Nanoscale

Computational principles of synaptic memory consolidation

(2016) Marcus K Benna et al.   NATURE NEUROSCIENCE

Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses

(2016) Alexander Serb et al.   Nature Communications

Analog Memristive Synapse in Spiking Networks Implementing Unsupervised Learning

(2016) Erika Covi et al.   Frontiers in Neuroscience

Uniting Gradual and Abrupt set Processes in Resistive Switching Oxides

(2016) Karsten Fleck et al.   Physical Review Applied

Memristors for Energy-Efficient New Computing Paradigms

(2016) Doo Seok Jeong et al.   Advanced Electronic Materials

Resistive Switching in High-Density Nanodevices Fabricated by Block Copolymer Self-Assembly

(2015) Jacopo Frascaroli et al.   ACS Nano

Physics of the Switching Kinetics in Resistive Memories

(2015) Stephan Menzel et al.   ADVANCED FUNCTIONAL MATERIALS

Role of metal-oxide interfaces in the multiple resistance switching regimes of Pt/HfO2/TiN devices

(2015) S. Brivio et al.   APPLIED PHYSICS LETTERS

Trade-off between number of conductance states and variability of conductance change in Pr0.7Ca0.3MnO3-based synapse device

(2015) Daeseok Lee et al.   APPLIED PHYSICS LETTERS

Optimization of Conductance Change in Pr1–xCaxMnO3-Based Synaptic Devices for Neuromorphic Systems

(2015) Jun-Woo Jang et al.   IEEE ELECTRON DEVICE LETTERS

Memristive Hebbian Plasticity Model: Device Requirements for the Emulation of Hebbian Plasticity Based on Memristive Devices

(2015) Martin Ziegler et al.   IEEE Transactions on Biomedical Circuits and Systems

An RRAM Biasing Parameter Optimizer

(2015) Alexander Serb et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Microscopic Modeling of HfOx RRAM Operations: From Forming to Switching

(2015) Andrea Padovani et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Neuromorphic Hardware System for Visual Pattern Recognition With Memristor Array and CMOS Neuron

(2015) Myonglae Chu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Effect of Al doping on the retention behavior of HfO2 resistive switching memories

(2015) Jacopo Frascaroli et al.   MICROELECTRONIC ENGINEERING

Synaptic potentiation and depression in Al:HfO2-based memristor

(2015) E. Covi et al.   MICROELECTRONIC ENGINEERING

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

(2015) M. Prezioso et al.   NATURE

Bioinspired Programming of Memory Devices for Implementing an Inference Engine

(2015) Damien Querlioz et al.   PROCEEDINGS OF THE IEEE

Electronic system with memristive synapses for pattern recognition

(2015) Sangsu Park et al.   Scientific Reports

Nanoionic Resistive Switching Memories: On the Physical Nature of the Dynamic Reset Process

(2015) Astrid Marchewka et al.   Advanced Electronic Materials

Memristor Kinetics and Diffusion Characteristics for Mixed Anionic-Electronic SrTiO3-δBits: The Memristor-Based Cottrell Analysis Connecting Material to Device Performance

(2014) Felix Messerschmitt et al.   ADVANCED FUNCTIONAL MATERIALS

Analysis of the Voltage–Time Dilemma of Metal Oxide-Based RRAM and Solution Exploration of High Speed and Low Voltage AC Switching

(2014) Peng Huang et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Resolving Voltage–Time Dilemma Using an Atomic-Scale Lever of Subpicosecond Electron–Phonon Interaction

(2014) Xiang Yang et al.   NANO LETTERS

Formation and disruption of conductive filaments in a HfO2/TiN structure

(2014) S Brivio et al.   NANOTECHNOLOGY

Statistical Model and Rapid Prediction of RRAM SET Speed–Disturb Dilemma

(2013) Wun-Cheng Luo et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Immunity to Device Variations in a Spiking Neural Network With Memristive Nanodevices

(2013) Damien Querlioz et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

Stochastic memristive devices for computing and neuromorphic applications

(2013) Siddharth Gaba et al.   Nanoscale

Synaptic electronics: materials, devices and applications

(2013) Duygu Kuzum et al.   NANOTECHNOLOGY

Integration of nanoscale memristor synapses in neuromorphic computing architectures

(2013) Giacomo Indiveri et al.   NANOTECHNOLOGY

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

(2013) Fabien Alibart et al.   Nature Communications

Nonlinear dependence of set time on pulse voltage caused by thermal accelerated breakdown in the Ti/HfO2/Pt resistive switching devices

(2012) M. G. Cao et al.   APPLIED PHYSICS LETTERS

On the feasibility to apply a neural network processor for analyzing a gas response of a multisensor microarray

(2012) A.A. Maschenko et al.   SENSORS AND ACTUATORS A-PHYSICAL

Origin of the Ultra-nonlinear Switching Kinetics in Oxide-Based Resistive Switches

(2011) Stephan Menzel et al.   ADVANCED FUNCTIONAL MATERIALS

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

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

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

(2011) Duygu Kuzum et al.   NANO LETTERS

Resistive switching mechanisms in random access memory devices incorporating transition metal oxides: TiO2, NiO and Pr0.7Ca0.3MnO3

(2011) Blanka Magyari-Köpe et al.   NANOTECHNOLOGY

Redox-Based Resistive Switching Memories - Nanoionic Mechanisms, Prospects, and Challenges

(2009) Rainer Waser et al.   ADVANCED MATERIALS

Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI

(2008) Srinjoy Mitra et al.   IEEE Transactions on Biomedical Circuits and Systems