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Papers matching “hardware efficiency” 379

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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
Physics‐Based Spiking Neural Network as a Surrogate Model for Viscoplastic Material Law in Impulsively Loaded Beams
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Vasileios Polydoras, Saurabh Balkrishna Tandale, Marcus Stoffel

4

citations
FPGA-Powered Environment Awareness via Quantized Neural Networks for LiDAR-Aided mm-Wave Beam Prediction
2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) conference-paper Engineering Millimeter-Wave Propagation and Modeling

Arish Sateesan, Ljiljana Simić

2

citations
Balanced and Efficient Spiking Neural Networks
2025 International Joint Conference on Neural Networks (IJCNN) conference-paper Engineering Advanced Memory and Neural Computing

Tim Stadtmann, Janek Paeßens, Tobias Gemmeke

0

citations
EHAs in mobile machinery: Experimental validation of a high-speed EHA with recuperation and load-holding capability
2026 conference-paper Engineering Hydraulic and Pneumatic Systems Open access

Felix Figge, Prof. Katharina Schmitz

0

citations
Efficient FPGA Implementation of Spiking Neural Networks with Integrated Axonal Delays
2025 IEEE Biomedical Circuits and Systems Conference (BioCAS) conference-paper Engineering Advanced Memory and Neural Computing

Yuankang Zhao, Younes Bouhadjar, Emre Neftci

2

citations
State-of-the-art and emerging testing methodologies for performance evaluation of air conditioners and heat pumps
2026 Renewable and Sustainable Energy Reviews article Engineering Refrigeration and Air Conditioning Technologies Open access

Niccolò Giannetti, Christian Vering, Parveen Dhillon, James E. Braun, André Wachau, Hamza Salih Erden, +9 more

1

citations
BP-MAC: Fast Authentication for Short Messages
2022 ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec) conference-paper Computer Science Cryptographic Implementations and Security Open access

Eric Wagner, Martin Serror, Klaus Wehrle, Martin Henze

15

citations
GUPA: Group-Wise Uniform Pruning Accelerator for Depthwise Separable Convolution
2025 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS) conference-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

Yi Chen, Malte Wabnitz, Jie Lou, Christian Lanius, Tobias Gemmeke

1

citations
A Compact SHA256 Accelerator in 22nm for Energy Bounded Use-Cases with 8.2GHash/J
2025 IEEE International Symposium on Circuits and Systems proceedings conference-paper Computer Science Cryptographic Implementations and Security

Shutao Zhang, Xin Fan, Michael Gansen, Tobias Gemmeke

1

citations
Evaluating the Scalability of Binary and Ternary CNN Workloads on RRAM-based Compute-in-Memory Accelerators
2025 IEEE Computer Society Annual Symposium on VLSI conference-paper Engineering Advanced Memory and Neural Computing Open access

José Cubero-Cascante, Rebecca Pelke, Noah Flohr, Arunkumar M. Vaidyanathan, Rainer Leupers, Jan Moritz Joseph

5

citations
Evaluating the Scalability of Binary and Ternary CNN Workloads on RRAM-based Compute-in-Memory Accelerators
2025 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

José Cubero-Cascante, Rebecca Pelke, Noah Flohr, Arunkumar M. Vaidyanathan, Rainer Leupers, Jan Moritz Joseph

0

citations
neuroAIx-Framework: design of future neuroscience simulation systems exhibiting execution of the cortical microcircuit model 20× faster than biological real-time
2023 Frontiers in Computational Neuroscience article Computer Science Embedded Systems Design Techniques Open access

Kevin Kauth, Tim Stadtmann, Vida Sobhani, Tobias Gemmeke

19

citations
Mapping of CNNs on multi-core RRAM-based CIM architectures
2023 IFIP/IEEE International Conference on Very Large Scale Integration conference-paper Engineering Advanced Memory and Neural Computing

Rebecca Pelke, Nils Bosbach, Felix Staudigl, Rainer Leupers, Jan Moritz Joseph

9

citations
GALOIS: A Hybrid and Platform-Agnostic Stream Processing Architecture
2023 conference-paper Computer Science Advanced Database Systems and Queries Open access

Tarek Stolz, István Koren, Liam Tirpitz, Sandra Geisler

9

citations
Mapping of CNNs on multi-core RRAM-based CIM architectures
2023 RWTH Publications (RWTH Aachen) conference-paper Engineering Advanced Memory and Neural Computing Open access

Rebecca Pelke, Nils Bosbach, Felix Staudigl, Rainer Leupers, Jan Moritz Joseph

0

citations
Reconfigurable and Green FPGA Accelerator Design for Deep Neural Networks on IIoT Devices
2024 Globecom conference-paper Computer Science Embedded Systems Design Techniques

Mohsen Pourghasemian, Martin Lastovka, Firooz B. Saghezchi, Haris Gacanin

0

citations
Design and Exploration of an ARC-Coprocessor for LSTM Based Audio Applications
2022 IEEE Nordic Circuits and Systems Conference (NorCAS) conference-paper Computer Science Embedded Systems Design Techniques

Sebastian Birke, Dominik Auras, Markus Wloka, Gerd Ascheid, Rainer Leupers

0

citations
The Impact of Controller Settings in Heat Pumps: Numerical Findings and Experimental Verification
2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Building Energy and Comfort Optimization Open access

Stephan Göbel, Waiz Kevin, Vering Christian

6

citations
Comparative analysis and test bench validation of energy management methods for a hybrid marine propulsion system powered by batteries and solid oxide fuel cells
2024 Applied Energy article Environmental Science Maritime Transport Emissions and Efficiency Open access

Cem Ünlübayir, Hiba Youssfi, Santiago Salas Ventura, Daniele Fortunati, Jonas Rinner, Martin Börner, +3 more

30

citations
Energy-Efficient and High-Throughput CNN Inference on Embedded CPUs-GPUs MPSoCs
2022 Lecture notes in computer science conference-paper Computer Science Embedded Systems Design Techniques

Erqian Tang, Svetlana Minakova, Todor P. Stefanov

8

citations
Security as an Important Ingredient in Neuromorphic Engineering
2022 IEEE Computer Society Annual Symposium on VLSI conference-paper Engineering Advanced Memory and Neural Computing

Farhad Merchant

3

citations
nAIxt: A Light-Weight Processor Architecture for Efficient Computation of Neuron Models
2024 Lecture notes in computer science conference-paper Engineering Advanced Memory and Neural Computing Open access

Kevin Kauth, Christian Lanius, Tobias Gemmeke

1

citations
QSNNA: An Energy-Efficient Quaternary Spiking Neural Network Accelerator for Seizure Detection
2026 IEEE Transactions on Very Large Scale Integration (VLSI) Systems article Engineering Advanced Memory and Neural Computing

Heng Zhang, Linfeng Wu, Linxiang Wang, Haochuan Pan, Xinyu Wang, Guoqiang He, +3 more

0

citations
Automated Code Generation for Deploying NESTML Neuron Models on SpiNNaker2
2026 Zenodo (CERN European Organization for Nuclear Research) article Engineering Advanced Memory and Neural Computing Open access

Martin Weih, Charl Linssen, Bernhard Vogginger, Abigail Morrison, Christian Mayr

0

citations