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Papers matching “neuromorphic architectures” 41

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A Survey of Neuromorphic Computing-in-Memory: Architectures, Simulators, and Security
2021 IEEE Design and Test article Engineering Advanced Memory and Neural Computing

Felix Staudigl, Farhad Merchant, Rainer Leupers

74

citations
Optimal Gradient Checkpointing for Sparse and Recurrent Architectures using Off-Chip Memory
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Wadjih Bencheikh, Jan Finkbeiner, Emre Neftci

0

citations
2022 roadmap on neuromorphic computing and engineering
2022 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Dennis Valbjørn Christensen, Regina Dittmann, B. Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, +51 more

0

citations
Embedded Devices for Neuromorphic Time-Series Assessment
2022 Research Explorer (The University of Manchester) review Engineering Advanced Memory and Neural Computing Open access

Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin

667

citations
MoS2-Based Filamentary Memristive Devices: From Lateral and Vertical Architectures to Wafer-Scale and CMOS-Integration
2026 Neuronics Conference conference-paper Engineering Advanced Memory and Neural Computing

Jimin Lee, Sofia Cruces, Ke Ran, Yuan Fa, Max C. Lemme

0

citations
A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks
2022 Frontiers in Neuroinformatics article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent

Guido Trensch, Abigail Morrison

12

citations
Demonstration of neuromorphic sequence learning on a memristive array
2023 conference-paper Engineering Advanced Memory and Neural Computing Open access

Sebastian Siegel, Tobias Ziegler, Younes Bouhadjar, Tom Tetzlaff, Rainer M. Waser, Regina Dittmann, +1 more

6

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

Marcus Stoffel, Saurabh Balkrishna Tandale

14

citations
A sustainable neuromorphic framework for disease diagnosis using digital medical imaging
2024 Computer Methods and Programs in Biomedicine Update article Engineering Advanced Memory and Neural Computing Open access

Rutwik Gulakala, Marcus Stoffel

5

citations
NimbleAI: Towards Neuromorphic Sensing-Processing 3D-integrated Chips
2023 Design, Automation, and Test in Europe conference-paper Engineering Advanced Memory and Neural Computing Open access

Xabier Iturbe, Nassim Abderrahmane, Jaume Abella, Sergi Alcaide, Eric Beyne, Henri‐Pierre Charles, +42 more

5

citations
NoisyDECOLLE: Robust Local Learning for SNNs on Neuromorphic Hardware
2023 International Conference on Machine Learning and Applications conference-paper Engineering Advanced Memory and Neural Computing

Tim Stadtmann, Benedikt Wahl, Tobias Gemmeke

4

citations
Switching behavior of hexagonal boron nitride based memristors for applications in neuromorphic hardware
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Memory and Neural Computing Open access

Lukas Völkel

0

citations
Redox-based random access memory arrays for computing-in-memory and neuromorphic computing
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Memory and Neural Computing Open access

0

citations
Advanced Electrical Characterization of Memristive Arrays for Neuromorphic Applications
2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE) conference-paper Engineering Advanced Memory and Neural Computing

Stefan Wiefels, Xiaohua Liu, Kristoffer Schnieders, Mathias Schumacher, Rainer M. Waser, Lutz Nielen

4

citations
Modeling and simulation of electrochemical metallization memory cells for neuromorphic passive crossbar architecture
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Memory and Neural Computing Open access

Rana Walied Ahmad

0

citations
Technology Roadmap of Bioinspired Computing Hardware
2026 ACS Nano article Engineering Advanced Memory and Neural Computing Open access

Shuang Wang, Zhiyuan Li, Mengjiao Pei, Qinqi Ren, Ming Deng, Ang Kah-Wee, +67 more

14

citations
NEUROTEC I: Neuro-inspired Artificial Intelligence Technologies for the Electronics of the Future
2022 Design, Automation, and Test in Europe conference-paper Engineering Advanced Memory and Neural Computing

Melvin Galicia, Stephan Menzel, Farhad Merchant, Maximilian J. Müller, Hsin-Yu Chen, Qing‐Tai Zhao, +25 more

1

citations
Sequence learning in a spiking neuronal network with memristive synapses
2023 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer Waser, Dirk J. Wouters

4

citations
SNNAX - Spiking Neural Networks in JAX
2024 International Conference on Neuromorphic Systems (ICONS) conference-paper Engineering Advanced Memory and Neural Computing

Jamie Lohoff, Jan Finkbeiner, Emre Neftci

4

citations
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention
2025 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Engineering Advanced Memory and Neural Computing Open access

Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci

14

citations
Tailor-made synaptic dynamics based on memristive devices
2023 Frontiers in Electronic Materials article Engineering Advanced Memory and Neural Computing Open access

Christopher Bengel, Kaihua Zhang, Johannes Mohr, Tobias Ziegler, Stefan Wiefels, Rainer M. Waser, +2 more

13

citations
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci

4

citations
Variability-Aware Modeling of Filamentary Oxide-Based Bipolar Resistive Switching Cells Using SPICE Level Compact Models
2020 IEEE Transactions on Circuits and Systems I Regular Papers article Engineering Advanced Memory and Neural Computing Open access

Christopher Bengel, Anne Siemon, Felix Cüppers, Susanne Hoffmann‐Eifert, Alexander Hardtdegen, Moritz von Witzleben, +3 more

139

citations
Hardware-aware Few-shot Learning on a Memristor-based Small-world Architecture
2024 conference-paper Engineering Advanced Memory and Neural Computing Open access

Yiğit Demirağ, Emre Neftci, Melika Payvand

1

citations
Electrical and Optical Modulation of a PEDOT:PSS‐Based Electrochemical Transistor for Multiple Neurotransmitter‐Mediated Artificial Synapses
2023 Advanced Materials Technologies article Engineering Advanced Memory and Neural Computing Open access

Giovanni Maria Matrone, Ugo Bruno, Csaba Forró, Claudia Lubrano, Stefano Cinti, Yoeri van de Burgt, +1 more

46

citations