Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing.
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Summary
The diffusive Ag-in-oxide memristor and its dynamics enable a direct emulation of both short- and long-term plasticity of biological synapses, representing an advance in hardware implementation of neuromorphic functionalities.
- Type
- article
- Published
- 2017-01-01
- Cited by
- 2,090
- References
- 47
- Access
- Open access
- OpenAlex
- https://openalex.org/W2526646482
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:205414264
Keywords
Neuromorphic engineering, Memristor, Materials science, Nanotechnology, Synaptic plasticity
References
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Cited by
- Short-Term Plasticity and Long-Term Potentiation in Artificial Biosynapses with Diffusive Dynamics.
- Efficient and self-adaptive in-situ learning in multilayer memristor neural networks
- An On-Chip Trainable and the Clock-Less Spiking Neural Network With 1R Memristive Synapses
- Flexible Electronic Synapses for Face Recognition Application with Multimodulated Conductance States.
- Research Update: Diode performance of the Pt/Al2O3/two-dimensional electron gas/SrTiO3 structure and its time-dependent resistance evolution
- Emulation of synaptic metaplasticity in memristors.
- An efficient analog Hamming distance comparator realized with a unipolar memristor array: a showcase of physical computing
- Anatomy of Ag/Hafnia‐Based Selectors with 1010 Nonlinearity
- Synaptic plasticity and oscillation at zinc tin oxide/silver oxide interfaces
- Organic electronics: Battery-like artificial synapses.
- Confining Cation Injection to Enhance CBRAM Performance by Nanopore Graphene Layer.
- Synaptic Plasticity Selectively Activated by Polarization-Dependent Energy-Efficient Ion Migration in an Ultrathin Ferroelectric Tunnel Junction.
- Mimicking Neurotransmitter Release in Chemical Synapses via Hysteresis Engineering in MoS2 Transistors.
- A niobium oxide-tantalum oxide selector-memristor self-aligned nanostack
- SiO2 based conductive bridging random access memory
- Real-Time Observation of the Electrode-Size-Dependent Evolution Dynamics of the Conducting Filaments in a SiO2 Layer.
- Time-decay Memristive Behavior and diffusive dynamics in one forget process operated by a 3D vertical Pt/Ta2O5−x/W device
- Resistive Switching Performance Improvement via Modulating Nanoscale Conductive Filament, Involving the Application of Two-Dimensional Layered Materials.
- Ultrasensitive Memristive Synapses Based on Lightly Oxidized Sulfide Films
- Primary cortical neurons on PMCS TiO2 films towards bio-hybrid memristive device: A morpho-functional study.
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