Analog memristive synapse based on topotactic phase transition for high-performance neuromorphic computing and neural network pruning

Fully hardware-implemented memristor convolutional neural network

(2020) Peng Yao et al.   NATURE

Effects of the Heterointerface on the Growth Characteristics of a Brownmillerite SrFeO2.5 Thin Film Grown on SrRuO3 and SrTiO3 Perovskites

(2020) Janghyun Jo et al.   Scientific Reports

Resistive switching materials for information processing

(2020) Zhongrui Wang et al.   Nature Reviews Materials

Alloying conducting channels for reliable neuromorphic computing

(2020) Hanwool Yeon et al.   Nature Nanotechnology

Power-efficient neural network with artificial dendrites

(2020) Xinyi Li et al.   Nature Nanotechnology

Neuro-inspired computing chips

(2020) Wenqiang Zhang et al.   Nature Electronics

Complementary Resistive Switching and Synaptic-Like Memory Behavior in an Epitaxial SrFeO2.5 Thin Film through Oriented Oxygen-Vacancy Channels

(2020) Venkata Raveendra Nallagatla et al.   ACS Applied Materials & Interfaces

Wafer-scale integration of two-dimensional materials in high-density memristive crossbar arrays for artificial neural networks

(2020) Shaochuan Chen et al.   Nature Electronics

In-memory Learning with Analog Resistive Switching Memory: A Review and Perspective

(2020) Yue Xi et al.   PROCEEDINGS OF THE IEEE

Sub-nanosecond pulse programming and device design strategy for analog resistive switching in HfOx-based resistive random access memory

(2019) Cheng-Zhou Hang et al.   APPLIED PHYSICS LETTERS

Brownmillerite phase formation and evolution in epitaxial strontium ferrite heterostructures

(2019) Le Wang et al.   APPLIED PHYSICS LETTERS

Understanding memristive switching via in situ characterization and device modeling

(2019) Wen Sun et al.   Nature Communications

Room‐Temperature AFM Electric‐Field‐Induced Topotactic Transformation between Perovskite and Brownmillerite SrFeO x with Sub‐Micrometer Spatial Resolution

(2019) Elías Ferreiro‐Vila et al.   ADVANCED FUNCTIONAL MATERIALS

Bridging Biological and Artificial Neural Networks with Emerging Neuromorphic Devices: Fundamentals, Progress, and Challenges

(2019) Jianshi Tang et al.   ADVANCED MATERIALS

Topotactic Phase Transition Driving Memristive Behavior

(2019) Venkata R. Nallagatla et al.   ADVANCED MATERIALS

Phase-change heterostructure enables ultralow noise and drift for memory operation

(2019) Keyuan Ding et al.   SCIENCE

Nanoscale Topotactic Phase Transformation in SrFeO x Epitaxial Thin Films for High‐Density Resistive Switching Memory

(2019) Junjiang Tian et al.   ADVANCED MATERIALS

Artificial Synapses Emulated by an Electrolyte-Gated Tungsten-Oxide Transistor

(2018) Jing-Ting Yang et al.   ADVANCED MATERIALS

Improvement of HfOx-Based RRAM Device Variation by Inserting ALD TiN Buffer Layer

(2018) Yichen Fang et al.   IEEE ELECTRON DEVICE LETTERS

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

Electric-field induced structural transition in vertical MoTe2- and Mo1–xWxTe2-based resistive memories

(2018) Feng Zhang et al.   NATURE MATERIALS

Preparation and characterization of the brownmillerite Sr 2 Co 2 O 5 as novel photocatalyst in the hydrogen generation

(2017) F. Saib et al.   MATERIALS SCIENCE IN SEMICONDUCTOR PROCESSING

Electric-field control of tri-state phase transformation with a selective dual-ion switch

(2017) Nianpeng Lu et al.   NATURE

Remote epitaxy through graphene enables two-dimensional material-based layer transfer

(2017) Yunjo Kim et al.   NATURE

Atomic-resolution imaging of electrically induced oxygen vacancy migration and phase transformation in SrCoO2.5-σ

(2017) Qinghua Zhang et al.   Nature Communications

Electric-field control of ferromagnetism through oxygen ion gating

(2017) Hao-Bo Li et al.   Nature Communications

Direct observation of oxygen vacancy-driven structural and resistive phase transitions in La2/3Sr1/3MnO3

(2017) Lide Yao et al.   Nature Communications

Epitaxial Brownmillerite Oxide Thin Films for Reliable Switching Memory

(2016) Susant K. Acharya et al.   ACS Applied Materials & Interfaces

Reliability/Uniformity improvement induced by an ultrathin TiO2 insertion in Ti/HfO2/Pt resistive switching memories

(2016) Ran Jiang et al.   MICROELECTRONICS RELIABILITY

Synthesis of freestanding single-crystal perovskite films and heterostructures by etching of sacrificial water-soluble layers

(2016) Di Lu et al.   NATURE MATERIALS

Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing

(2016) Zhongrui Wang et al.   NATURE MATERIALS

Resistive switching memories based on metal oxides: mechanisms, reliability and scaling

(2016) Daniele Ielmini   SEMICONDUCTOR SCIENCE AND TECHNOLOGY

Crystal structure and electronic properties of bulk and thin film brownmillerite oxides

(2015) Joshua Young et al.   PHYSICAL REVIEW B

Resistance switching in epitaxial SrCoOx thin films

(2014) Octolia T. Tambunan et al.   APPLIED PHYSICS LETTERS

Oxygen diffusion pathways in brownmillerite SrCoO2.5: Influence of structure and chemical potential

(2014) Chandrima Mitra et al.   JOURNAL OF CHEMICAL PHYSICS

Highly Improved Uniformity in the Resistive Switching Parameters of TiO2Thin Films by Inserting Ru Nanodots

(2013) Jung Ho Yoon et al.   ADVANCED MATERIALS

Topotactic Phase Transformation of the Brownmillerite SrCoO2.5to the Perovskite SrCoO3-δ

(2013) H. Jeen et al.   ADVANCED MATERIALS

Reversible redox reactions in an epitaxially stabilized SrCoO x oxygen sponge

(2013) Hyoungjeen Jeen et al.   NATURE MATERIALS

Anisotropic oxygen diffusion at low temperature in perovskite-structure iron oxides

(2010) Satoru Inoue et al.   Nature Chemistry

Phase Change Memory

(2010) H.-S. Philip Wong et al.   PROCEEDINGS OF THE IEEE