Latest Research in Advanced Memory and Neural Computing

44 research papers · 2026 median publication year

Top Research Topics in Advanced Memory and Neural Computing

Highest-Cited Papers

  1. Predictable and Scalable Analog Matrix–Vector Multiplication in Memristor Crossbars via Closed‐Form Wire‐Resistance Compensation
  2. General model and physical principles of memristor neurons
  3. NeuroPDE+: A Scalable Neuromorphic PDE Accelerator Based on Spintronic and Ferroelectric Devices
  4. category00: A Pre-Registered Re-Test of the Simplest Possible Categorical Task, with Status and Context from a Broader Real-Hardware Campaign
  5. category00: A Pre-Registered Re-Test of the Simplest Possible Categorical Task, with Status and Context from a Broader Real-Hardware Campaign
  6. History-dependent state selection after transient coupling loss in a conductance-based bioelectric network
  7. Logic‐Native Ferroelectric Transistor Arrays for Neuromorphic Edge Vision
  8. Scaled Hippocampus-inspired Neural Networks on Neuromorphic Memristive Hardware
  9. A device-agnostic framework for modeling resistive random-access memory devices using neural ordinary differential equations
  10. Design and analysis of 10T and 16T hybrid full adder for AI/ML applications
  11. Analog neural network–based wireless receiver
  12. Capacitive in-memory vector–matrix multiplication computing with charge-trap memcapacitors
  13. Autonomous robotic operation controlled by wave-based neuromorphic hardware
  14. Thermodynamic learning
  15. A Time-Based Readout for Vector-Matrix Multiplication in Fully Analog Memristive SNNs
  16. Emulation and Mitigation of Multiple bit errors in SRAM based Space FPGAs
  17. Breaking Landauer's Limit in Neuromorphic Architectures via Seonggil Matrix Theory: Utilizing Irreversible Thermodynamic Noise as a Computational Resource and Numerical Validation
  18. On‐Chip Learning With Crossbar Arrays for Adaptive Edge Intelligence
  19. Physical reservoir computing using nonlinear heat conduction phenomena in alumina ceramic plates
  20. Nonlinear dynamics and susceptible spiking of threshold-switching Hodgkin–Huxley neurons
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L3 Region - - 2026 Sep Q3

Advanced Memory and Neural Computing

44 papers

Top Topics (10)

Advanced Memory and Neural Computing12
Emerging Technologies6
Low-power high-performance VLSI design4
Neural Networks and Reservoir Computing4
Neuroscience and Neural Engineering3
Ferroelectric and Negative Capacitance Devices3
Hardware Architecture2
Planarian Biology and Electrostimulation2
Magnetic properties of thin films2
Neural and Evolutionary Computing1

Top Publications (20)

1.Predictable and Scalable Analog Matrix–Vector Multiplication in Memristor Crossbars via Closed‐Form Wire‐Resistance Compensation2.General model and physical principles of memristor neurons3.NeuroPDE+: A Scalable Neuromorphic PDE Accelerator Based on Spintronic and Ferroelectric Devices4.category00: A Pre-Registered Re-Test of the Simplest Possible Categorical Task, with Status and Context from a Broader Real-Hardware Campaign5.category00: A Pre-Registered Re-Test of the Simplest Possible Categorical Task, with Status and Context from a Broader Real-Hardware Campaign6.History-dependent state selection after transient coupling loss in a conductance-based bioelectric network7.Logic‐Native Ferroelectric Transistor Arrays for Neuromorphic Edge Vision8.Scaled Hippocampus-inspired Neural Networks on Neuromorphic Memristive Hardware9.A device-agnostic framework for modeling resistive random-access memory devices using neural ordinary differential equations10.Design and analysis of 10T and 16T hybrid full adder for AI/ML applications11.Analog neural network–based wireless receiver12.Capacitive in-memory vector–matrix multiplication computing with charge-trap memcapacitors13.Autonomous robotic operation controlled by wave-based neuromorphic hardware14.Thermodynamic learning15.A Time-Based Readout for Vector-Matrix Multiplication in Fully Analog Memristive SNNs16.Emulation and Mitigation of Multiple bit errors in SRAM based Space FPGAs17.Breaking Landauer's Limit in Neuromorphic Architectures via Seonggil Matrix Theory: Utilizing Irreversible Thermodynamic Noise as a Computational Resource and Numerical Validation18.On‐Chip Learning With Crossbar Arrays for Adaptive Edge Intelligence19.Physical reservoir computing using nonlinear heat conduction phenomena in alumina ceramic plates20.Nonlinear dynamics and susceptible spiking of threshold-switching Hodgkin–Huxley neurons
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