Toward a generalized Bienenstock-Cooper-Munro rule for spatiotemporal learning via triplet-STDP in memristive devices

Bienenstock, Cooper, and Munro Learning Rules Realized in Second-Order Memristors with Tunable Forgetting Rate

(2019) Jue Xiong et al.   ADVANCED FUNCTIONAL MATERIALS

Surface diffusion-limited lifetime of silver and copper nanofilaments in resistive switching devices

(2019) Wei Wang et al.   Nature Communications

Memristive Synapses for Brain-Inspired Computing

(2019) Jingrui Wang et al.   Advanced Materials Technologies

Short-Term Plasticity and Long-Term Potentiation in Artificial Biosynapses with Diffusive Dynamics

(2018) Min-Kyu Kim et al.   ACS Nano

Adaptive Crystallite Kinetics in Homogenous Bilayer Oxide Memristor for Emulating Diverse Synaptic Plasticity

(2018) Jun Yin et al.   ADVANCED FUNCTIONAL MATERIALS

Low-Voltage, Optoelectronic CH3 NH3 PbI3− x Cl x Memory with Integrated Sensing and Logic Operations

(2018) Feichi Zhou et al.   ADVANCED FUNCTIONAL MATERIALS

Mediating Short-Term Plasticity in an Artificial Memristive Synapse by the Orientation of Silica Mesopores

(2018) Bin Li et al.   ADVANCED MATERIALS

A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching Memory (RRAM) Capable of Spike-Rate-Dependent Plasticity (SRDP)

(2018) Valerio Milo et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

From biomaterial-based data storage to bio-inspired artificial synapse

(2018) Ziyu Lv et al.   Materials Today

Synaptic Computation Enabled by Joule Heating of Single-Layered Semiconductors for Sound Localization

(2018) Linfeng Sun et al.   NANO LETTERS

Photocatalytic Reduction of Graphene Oxide-TiO2 Nanocomposites for Improving Resistive-Switching Memory Behaviors

(2018) Xiaoning Zhao et al.   Small

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

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

Photonic Synapses Based on Inorganic Perovskite Quantum Dots for Neuromorphic Computing

(2018) Yan Wang et al.   ADVANCED MATERIALS

Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses

(2018) Wei Wang et al.   Science Advances

Transferable and Flexible Artificial Memristive Synapse Based on WO x Schottky Junction on Arbitrary Substrates

(2018) Ya Lin et al.   Advanced Electronic Materials

Face classification using electronic synapses

(2017) Peng Yao et al.   Nature Communications

Emergent Dynamical Properties of the BCM Learning Rule

(2017) Lawrence C. Udeigwe et al.   Journal of Mathematical Neuroscience

Verification of redox-processes as switching and retention failure mechanisms in Nb:SrTiO3/metal devices

(2016) C. Baeumer et al.   Nanoscale

Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing

(2016) Zhongrui Wang et al.   NATURE MATERIALS

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

(2015) Chao Du et al.   ADVANCED FUNCTIONAL MATERIALS

Synaptic Metaplasticity Realized in Oxide Memristive Devices

(2015) Zheng-Hua Tan et al.   ADVANCED MATERIALS

Neuronal Synapse as a Memristor: Modeling Pair- and Triplet-Based STDP Rule

(2015) Weiran Cai et al.   IEEE Transactions on Biomedical Circuits and Systems

Generalized boundary condition memristor model

(2015) Alon Ascoli et al.   INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS

Experimental Demonstration of a Second-Order Memristor and Its Ability to Biorealistically Implement Synaptic Plasticity

(2015) Sungho Kim et al.   NANO LETTERS

Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks

(2015) Friedemann Zenke et al.   Nature Communications

A 2-transistor/1-resistor artificial synapse capable of communication and stochastic learning in neuromorphic systems

(2015) Zhongqiang Wang et al.   Frontiers in Neuroscience

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

A Low Energy Oxide-Based Electronic Synaptic Device for Neuromorphic Visual Systems with Tolerance to Device Variation

(2013) Shimeng Yu et al.   ADVANCED MATERIALS

Synaptic plasticity and memory functions achieved in a WO3−x-based nanoionics device by using the principle of atomic switch operation

(2013) Rui Yang et al.   NANOTECHNOLOGY

Synaptic Learning and Memory Functions Achieved Using Oxygen Ion Migration/Diffusion in an Amorphous InGaZnO Memristor

(2012) Zhong Qiang Wang et al.   ADVANCED FUNCTIONAL MATERIALS

Observation of Conductance Quantization in Oxide-Based Resistive Switching Memory

(2012) Xiaojian Zhu et al.   ADVANCED MATERIALS

The BCM theory of synapse modification at 30: interaction of theory with experiment

(2012) Leon N Cooper et al.   NATURE REVIEWS NEUROSCIENCE

Short-Term Memory to Long-Term Memory Transition in a Nanoscale Memristor

(2011) Ting Chang et al.   ACS Nano

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

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

Neuromorphic, Digital, and Quantum Computation With Memory Circuit Elements

(2011) Yuriy V. Pershin et al.   PROCEEDINGS OF THE IEEE

A biophysically-based neuromorphic model of spike rate- and timing-dependent plasticity

(2011) G. Rachmuth et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A triplet spike-timing-dependent plasticity model generalizes the Bienenstock-Cooper-Munro rule to higher-order spatiotemporal correlations

(2011) J. Gjorgjieva et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

(2010) Sung Hyun Jo et al.   NANO LETTERS