From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “biologically inspired learning” 20

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Training Spiking Neural Networks Using Lessons From Deep Learning
2023 Proceedings of the IEEE article Engineering Advanced Memory and Neural Computing Open access

Jason K. Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, +3 more

787

citations
A biologically plausible recurrent spiking architecture for modeling nonlinear dynamic mechanical systems
2026 Computer Methods in Applied Mechanics and Engineering article Engineering Advanced Memory and Neural Computing Open access

Vaishnav Bhaskaran, Saurabh Balkrishna Tandale, Vasileios Polydoras, Agnes Korcsak-Gorzo, Abigail Morrison, Markus Diesmann, +1 more

1

citations
On the use of evolutionary-algorithm-driven reinforcement learning in underwater robotics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Underwater Vehicles and Communication Systems Open access

Cagatay Sariman

0

citations
System model of neuromorphic sequence learning on a memristive crossbar array
2023 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Sebastian Siegel, Younes Bouhadjar, Tom Tetzlaff, Rainer Waser, Regina Dittmann, Dirk J. Wouters

3

citations
Functions of spiking neural networks constrained by biology
2025 RWTH Publications (RWTH Aachen) book Engineering Advanced Memory and Neural Computing Open access

Agnes Korcsak-Gorzo

0

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
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
Sequence learning in a spiking neuronal network with memristive synapses
2022 JuSER (Forschungszentrum Jülich) article Engineering Advanced Memory and Neural Computing Open access

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

0

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
Event-driven eligibility propagation in large sparse networks
2026 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Agnes Korcsak-Gorzo, Jesús A. Espinoza-Valverde, Jonas Stapmanns, Hans Ekkehard Pleßer, David Dahmen, Matthias Bolten, +2 more

1

citations
Spiking neural networks compensate for weight drift in organic neuromorphic device networks
2023 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Daniel Felder, John Linkhorst, Matthias Weßling

4

citations
neuroAIx: FPGA Cluster for Reproducible and Accelerated Neuroscience Simulations of SNNs
2023 IEEE Nordic Circuits and Systems Conference (NorCAS) conference-paper Engineering Advanced Memory and Neural Computing

Kevin Kauth, Tim Stadtmann, Vida Sobhani, Tobias Gemmeke

8

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
Simulating Self-Discharge of Organic Neuromorphic Devices in Spiking Neural Networks
2023 Neuronics Conference conference-paper Engineering Advanced Memory and Neural Computing

Daniel Felder, John Linkhorst, Matthias Weßling

0

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

Ugo Bruno, Anna Mariano, Daniela Rana, Tobias Gemmeke, Simon Musall, Francesca Santoro

22

citations
Designing soft robots: concepts, tools, operation and effects
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Soft Robotics and Applications Open access

Anke Brocker

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
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
SNNAX -- Spiking Neural Networks in JAX
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Jamie Lohoff, 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

20 results