Latest Research in Advanced Memory and Neural Computing

17 research papers · 2026 median publication year

Top Research Topics in Advanced Memory and Neural Computing

Highest-Cited Papers

  1. Atomic Defect-Mediated Charge Trapping Enables Multimodal Plasticity in van der Waals Heterostructures for In-Sensor Neuromorphic Vision
  2. Sub‐1 ms Optoelectronic Synapse Based on {ZnCdO/ZnO} Multilayer Structure for High‐Speed Neuromorphic Vision Systems
  3. Photoactivated Organic Gas-Sensing Synapses with Enhanced Response and Memory for Neuromorphic Olfactory Systems
  4. Photoactive Metal–Organic Framework Heterojunctions for Optoelectronic Synapse and Neuromorphic Computing
  5. Elucidating Ionic Programming Thermodynamics of Oxide‐Ion‐Based Electrochemical Random‐Access Memory Devices
  6. A Water‐Resistant Bi‐Based Optoelectronic Synapse for Underwater Neuromorphic Vision
  7. Optoelectronic Synapses of Ni 0.5 Zn 0.5 Fe 2 O 4 With Photoelectric Dual‐Mode Response for Traffic Scenario Intelligent Detection
  8. Synergistic Dimensional and Defect Engineering in Ga-Doped IGTO Nanofiber Transistors for Dual-Band Neuromorphic Vision and Optical Encryption
  9. Damage‐Free Passivation of Ambipolar OECTs with Fluoropolymer Film for Enhanced Performance and Stability Toward Reliable Biosignal Processing
  10. Physics-Informed Neural Network Surrogate for Oxygen Vacancy Dynamics in epitaxial $\mathrm{SrTiO_3}$ on Si memristors via Dynamic Spectral Optimization
  11. Self‐Adaptive TiO 2 Optoelectronic Synapses via Microsecond–Nanosecond Pulse Modulation for Image Denoising
  12. Presynaptic Optical Modulation Enabled by Dielectric‐Embedded Type‐II PbS/PbSe Quantum Dots for Near‐Infrared Neuromorphic Vision
  13. Machine learning‐assisted optimization of MoTe 2 neural electrode for enhanced electrochemical performance
  14. Wafer‐Scale 3D Integration for High‐Density Multi‐Valued Neuromorphic Logic
  15. Optically Mediated Nanofluidic Synapse for Ionotronic Logic Circuits
  16. Multi‐Level Saturation Current Encoding in Two‐Dimensional Ferroelectric Source‐Gated Transistors
  17. Two‐Dimensional Materials for Flexible Neuromorphic Devices: Materials, Engineering Strategies, Architectures, and Emerging Applications
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L3 Region - - 2026 Sep Q3

Advanced Memory and Neural Computing

17 papers

Top Topics (7)

Advanced Memory and Neural Computing10
2D Materials and Applications2
Conducting polymers and applications1
Materials Science1
Neural Networks and Reservoir Computing1
Advanced Sensor and Energy Harvesting Materials1
Nanopore and Nanochannel Transport Studies1

Top Publications (17)

1.Atomic Defect-Mediated Charge Trapping Enables Multimodal Plasticity in van der Waals Heterostructures for In-Sensor Neuromorphic Vision2.Sub‐1 ms Optoelectronic Synapse Based on {ZnCdO/ZnO} Multilayer Structure for High‐Speed Neuromorphic Vision Systems3.Photoactivated Organic Gas-Sensing Synapses with Enhanced Response and Memory for Neuromorphic Olfactory Systems4.Photoactive Metal–Organic Framework Heterojunctions for Optoelectronic Synapse and Neuromorphic Computing5.Elucidating Ionic Programming Thermodynamics of Oxide‐Ion‐Based Electrochemical Random‐Access Memory Devices6.A Water‐Resistant Bi‐Based Optoelectronic Synapse for Underwater Neuromorphic Vision7.Optoelectronic Synapses of Ni 0.5 Zn 0.5 Fe 2 O 4 With Photoelectric Dual‐Mode Response for Traffic Scenario Intelligent Detection8.Synergistic Dimensional and Defect Engineering in Ga-Doped IGTO Nanofiber Transistors for Dual-Band Neuromorphic Vision and Optical Encryption9.Damage‐Free Passivation of Ambipolar OECTs with Fluoropolymer Film for Enhanced Performance and Stability Toward Reliable Biosignal Processing10.Physics-Informed Neural Network Surrogate for Oxygen Vacancy Dynamics in epitaxial $\mathrm{SrTiO_3}$ on Si memristors via Dynamic Spectral Optimization11.Self‐Adaptive TiO 2 Optoelectronic Synapses via Microsecond–Nanosecond Pulse Modulation for Image Denoising12.Presynaptic Optical Modulation Enabled by Dielectric‐Embedded Type‐II PbS/PbSe Quantum Dots for Near‐Infrared Neuromorphic Vision13.Machine learning‐assisted optimization of MoTe 2 neural electrode for enhanced electrochemical performance14.Wafer‐Scale 3D Integration for High‐Density Multi‐Valued Neuromorphic Logic15.Optically Mediated Nanofluidic Synapse for Ionotronic Logic Circuits16.Multi‐Level Saturation Current Encoding in Two‐Dimensional Ferroelectric Source‐Gated Transistors17.Two‐Dimensional Materials for Flexible Neuromorphic Devices: Materials, Engineering Strategies, Architectures, and Emerging Applications
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