4K-memristor analog-grade passive crossbar circuit
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Summary
An impressive reduction in device to device variability is demonstrated, with a large passive memristive array of 64 × 64 passive crossbar circuit with ~99% functional nonvolatile metal-oxide memristors.
- Type
- preprint
- Published
- 2019-06-27
- Cited by
- 240
- References
- 70
- Access
- Open access
- OpenAlex
- https://openalex.org/W2954452552
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:195750729
Keywords
Crossbar switch, Neuromorphic engineering, Memristor, Computer science, Synaptic weight
References
- High precision tuning of state for memristive devices by adaptable variation-tolerant algorithm
- Training and operation of an integrated neuromorphic network based on metal-oxide memristors
- Experimental demonstration and tolerancing of a large-scale neural network (165,000 synapses), using phase-change memory as the synaptic weight element
- Resistive switching characteristics and mechanism of thermally grown WOx thin films
- Three-Dimensional 128 Gb MLC Vertical nand Flash Memory With 24-WL Stacked Layers and 50 MB/s High-Speed Programming
- Memristive switching mechanism for metal/oxide/metal nanodevices.
- Memristive devices for computing.
- Accelerated Retention Test Method by Controlling Ion Migration Barrier of Resistive Random Access Memory
- High-density crossbar arrays based on a Si memristive system.
- Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array
- Sub-Microwatt Analog VLSI Trainable Pattern Classifier
- Diffusion mechanisms of native point defects in rutileTiO2:Ab initiototal-energy calculations
- Redox‐Based Resistive Switching Memories (ReRAMs): Electrochemical Systems at the Atomic Scale
- Vector-Matrix Multiply and Winner-Take-All as an Analog Classifier
- Integration of nanoscale memristor synapses in neuromorphic computing architectures
- A stackable cross point Phase Change Memory
- A 3.3 V 32 Mb NAND flash memory with incremental step pulse programming scheme
- Exponential ionic drift: fast switching and low volatility of thin-film memristors
- Ferroelectric Artificial Synapses for Recognition of a Multishaded Image
- Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin
Cited by
- Experimental Demonstrations of Security Primitives With Nonvolatile Memories
- Versatile stochastic dot product circuits based on nonvolatile memories for high performance neurocomputing and neurooptimization
- LRS retention fail based on joule heating effect in InGaZnO resistive-switching random access memory
- Intrinsic Bounds for Computing Precision in Memristor-Based Vector-by-Matrix Multipliers
- A Strong Physically Unclonable Function With >2⁸⁰ CRPs and <1.4% BER Using Passive ReRAM Technology
- Digital and Analog Switching Characteristics of InGaZnO Memristor Depending on Top Electrode Material for Neuromorphic System
- Potential of Memristors in Medical Image Processing and Concerns in the Clinical Context
- GIRAF: General Purpose In-Storage Resistive Associative Framework
- 3-bit multilevel operation with accurate programming scheme in TiO x /Al2O3 memristor crossbar array for quantized neuromorphic system
- The viability of analog-based accelerators for neuromorphic computing: a survey
- Fully CMOS-compatible passive TiO2-based memristor crossbars for in-memory computing
- The Impact of Device Uniformity on Functionality of Analog Passively-Integrated Memristive Circuits
- Architecture and Process Integration Overview of 3D NAND Flash Technologies
- Combinatorial optimization by weight annealing in memristive hopfield networks
- Compact Modeling of the Switching Dynamics and Temperature Dependencies in TiOₓ Memristors—Part II: Physics-Based Model
- Effect of the Gate Dielectric Layer of Flexible InGaZnO Synaptic Thin-Film Transistors on Learning Behavior
- Applications and Techniques for Fast Machine Learning in Science
- Space-Time-Efficient Modeling of Large-Scale 3-D Cross-Point Memory Arrays by Operation Adaption and Network Compaction
- Long Short-Term Memory Implementation Exploiting Passive RRAM Crossbar Array
- Multilevel switching memristor by compliance current adjustment for off-chip training of neuromorphic system
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