Emerging Memory Devices for Neuromorphic Computing

Solid-State Synapse Based on Magnetoelectrically Coupled Memristor

(2018) Weichuan Huang et al.   ACS Applied Materials & Interfaces

Synergistic Gating of Electro-Iono-Photoactive 2D Chalcogenide Neuristors: Coexistence of Hebbian and Homeostatic Synaptic Metaplasticity

(2018) Rohit Abraham John et al.   ADVANCED MATERIALS

Synaptic Barristor Based on Phase-Engineered 2D Heterostructures

(2018) Woong Huh et al.   ADVANCED MATERIALS

Ion Gated Synaptic Transistors Based on 2D van der Waals Crystals with Tunable Diffusive Dynamics

(2018) Jiadi Zhu et al.   ADVANCED MATERIALS

SiGe epitaxial memory for neuromorphic computing with reproducible high performance based on engineered dislocations

(2018) Shinhyun Choi et al.   NATURE MATERIALS

Neuro-Inspired Computing With Emerging Nonvolatile Memorys

(2018) Shimeng Yu   PROCEEDINGS OF THE IEEE

Neural-like computing with populations of superparamagnetic basis functions

(2018) Alice Mizrahi et al.   Nature Communications

All-Solid-State Synaptic Transistor with Ultralow Conductance for Neuromorphic Computing

(2018) Chuan-Sen Yang et al.   ADVANCED FUNCTIONAL MATERIALS

Low-Power, Electrochemically Tunable Graphene Synapses for Neuromorphic Computing

(2018) Mohammad Taghi Sharbati et al.   ADVANCED MATERIALS

Multi-terminal memtransistors from polycrystalline monolayer molybdenum disulfide

(2018) Vinod K. Sangwan et al.   NATURE

HfZrOx-Based Ferroelectric Synapse Device With 32 Levels of Conductance States for Neuromorphic Applications

(2017) Seungyeol Oh et al.   IEEE ELECTRON DEVICE LETTERS

A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing

(2017) Yoeri van de Burgt et al.   NATURE MATERIALS

2D MoS2 Neuromorphic Devices for Brain-Like Computational Systems

(2017) Jie Jiang et al.   Small

Temporal correlation detection using computational phase-change memory

(2017) Abu Sebastian et al.   Nature Communications

Long-Term Synaptic Plasticity Emulated in Modified Graphene Oxide Electrolyte Gated IZO-Based Thin-Film Transistors

(2016) Yi Yang et al.   ACS Applied Materials & Interfaces

High-Speed and Low-Energy Nitride Memristors

(2016) Byung Joon Choi et al.   ADVANCED FUNCTIONAL MATERIALS

Li-Ion Synaptic Transistor for Low Power Analog Computing

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

Analogue spin–orbit torque device for artificial-neural-network-based associative memory operation

(2016) William A. Borders et al.   Applied Physics Express

Proposal for an All-Spin Artificial Neural Network: Emulating Neural and Synaptic Functionalities Through Domain Wall Motion in Ferromagnets

(2016) Abhronil Sengupta et al.   IEEE Transactions on Biomedical Circuits and Systems

Polarity-tunable spin transport in all-oxide multiferroic tunnel junctions

(2016) Rohit Soni et al.   Nanoscale

All-memristive neuromorphic computing with level-tuned neurons

(2016) Angeliki Pantazi et al.   NANOTECHNOLOGY

Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing

(2016) Zhongrui Wang et al.   NATURE MATERIALS

Stochastic phase-change neurons

(2016) Tomas Tuma et al.   Nature Nanotechnology

A magnetic synapse: multilevel spin-torque memristor with perpendicular anisotropy

(2016) Steven Lequeux et al.   Scientific Reports

Ultrastructural Characterization of the Lower Motor System in a Mouse Model of Krabbe Disease

(2016) Valentina Cappello et al.   Scientific Reports

Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems

(2015) Adrien F. Vincent et al.   IEEE Transactions on Biomedical 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

A new spin on magnetic memories

(2015) Andrew D. Kent et al.   Nature Nanotechnology

Nanoscale cation motion in TaOx, HfOx and TiOx memristive systems

(2015) Anja Wedig et al.   Nature Nanotechnology

Memristors Empower Spiking Neurons With Stochasticity

(2015) Maruan Al-Shedivat et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

Chemical solution deposition of ferroelectric yttrium-doped hafnium oxide films on platinum electrodes

(2014) S. Starschich et al.   APPLIED PHYSICS LETTERS

Ferroelectric Artificial Synapses for Recognition of a Multishaded Image

(2014) Yukihiro Kaneko et al.   IEEE TRANSACTIONS ON ELECTRON DEVICES

Artificial synapse network on inorganic proton conductor for neuromorphic systems

(2014) Li Qiang Zhu et al.   Nature Communications

Nanoscale electronic synapses using phase change devices

(2013) Bryan L. Jackson et al.   ACM Journal on Emerging Technologies in Computing Systems

Dynamic Observation of Brain-Like Learning in a Ferroelectric Synapse Device

(2013) Yu Nishitani et al.   JAPANESE JOURNAL OF APPLIED PHYSICS

A correlated nickelate synaptic transistor

(2013) Jian Shi et al.   Nature Communications

Incipient Ferroelectricity in Al-Doped HfO2 Thin Films

(2012) Stefan Mueller et al.   ADVANCED FUNCTIONAL MATERIALS

A Carbon Nanotube Synapse with Dynamic Logic and Learning

(2012) Kyunghyun Kim et al.   ADVANCED MATERIALS

Three-terminal ferroelectric synapse device with concurrent learning function for artificial neural networks

(2012) Y. Nishitani et al.   JOURNAL OF APPLIED PHYSICS

Sub-100 fJ and sub-nanosecond thermally driven threshold switching in niobium oxide crosspoint nanodevices

(2012) Matthew D Pickett et al.   NANOTECHNOLOGY

Reversible electrical switching of spin polarization in multiferroic tunnel junctions

(2012) D. Pantel et al.   NATURE MATERIALS

Memristive devices for computing

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

Observation of conducting filament growth in nanoscale resistive memories

(2012) Yuchao Yang et al.   Nature Communications

Ferroelectricity in Gd-Doped HfO2Thin Films

(2012) S. Mueller et al.   ECS Journal of Solid State Science and Technology

Ferroelectricity in hafnium oxide thin films

(2011) T. S. Böscke et al.   APPLIED PHYSICS LETTERS

Ferroelectric Zr0.5Hf0.5O2thin films for nonvolatile memory applications

(2011) J. Müller et al.   APPLIED PHYSICS 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

Ionic/Electronic Hybrid Materials Integrated in a Synaptic Transistor with Signal Processing and Learning Functions

(2010) Qianxi Lai et al.   ADVANCED MATERIALS

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS

‘Memristive’ switches enable ‘stateful’ logic operations via material implication

(2010) Julien Borghetti et al.   NATURE

Ferroelectric Control of Spin Polarization

(2010) V. Garcia et al.   SCIENCE

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

(2009) Rainer Waser et al.   ADVANCED MATERIALS

Memristor−CMOS Hybrid Integrated Circuits for Reconfigurable Logic

(2009) Qiangfei Xia et al.   NANO LETTERS

Resistive switching in transition metal oxides

(2008) Akihito Sawa   Materials Today

Memristive switching mechanism for metal/oxide/metal nanodevices

(2008) J. Joshua Yang et al.   Nature Nanotechnology