Memory and Information Processing in Neuromorphic Systems

• Technology Roadmap of Bioinspired Computing Hardware

  2026 ACS Nano article Engineering Advanced Memory and Neural Computing Open access

  13

  citations
• Meta-learning Hybrid Spiking networks as physics-based nonlinear solvers for physical simulations

  2026 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

  1

  citations
• Spiking neural networks for nonlinear regression of complex transient signals on sustainable neuromorphic processors

  2024 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

  14

  citations
• Brain-inspired spiking neural networks in Engineering Mechanics: a new physics-based self-learning framework for sustainable Finite Element analysis

  2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access

  12

  citations
• Physics-Based Self-Learning Spiking Neural Network enhanced time-integration scheme for computing viscoplastic structural finite element response

  2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  13

  citations
• Electrochemical‐Memristor‐Based Artificial Neurons and Synapses—Fundamentals, Applications, and Challenges

  2023 Advanced Materials article Engineering Advanced Memory and Neural Computing Open access

  180

  citations
• Spiking recurrent neural networks for neuromorphic computing in nonlinear structural mechanics

  2023 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks cited by 1 patent

  23

  citations
• From neuromorphic to neurohybrid: transition from the emulation to the integration of neuronal networks

  2023 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

  22

  citations
• A Voltage-Controlled, Oscillation-Based ADC Design for Computation-in-Memory Architectures Using Emerging ReRAMs

  2022 ACM Journal on Emerging Technologies in Computing Systems article Engineering Advanced Memory and Neural Computing cited by 10 patents

  21

  citations
• Embedded Devices for Neuromorphic Time-Series Assessment

  2022 Research Explorer (The University of Manchester) review Engineering Advanced Memory and Neural Computing Open access

  667

  citations
• 2022 roadmap on neuromorphic computing and engineering

  2022 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

  0

  citations
• Dynamical Characteristics of Recurrent Neuronal Networks Are Robust Against Low Synaptic Weight Resolution

  2021 Frontiers in Neuroscience article Neuroscience Neural dynamics and brain function Open access

  12

  citations

12 results