Johnson Loh

14 papers A 2C 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
EDEA: Efficient Dual-Engine Accelerator for Depthwise Separable Convolution with Direct Data Transfer.
CoRR
Yi Chen, Jie Lou, Malte Wabnitz, Johnson Loh, Tobias Gemmeke
2025 J jnl
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring.
CoRR
Johnson Loh, Lyubov Dudchenko, Justus Viga, Tobias Gemmeke
2025 J jnl
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring.
IEEE Trans. Biomed. Circuits Syst.
Johnson Loh, Lyubov Dudchenko, Justus Viga, Tobias Gemmeke
2024 — conf
EDEA: Efficient Dual-Engine Accelerator for Depthwise Separable Convolution with Direct Data Transfer.
SOCC
Yi Chen, Jie Lou, Malte Wabnitz, Johnson Loh, Tobias Gemmeke
2024 J jnl
Stream Processing Architectures for Continuous ECG Monitoring Using Subsampling- Based Classifiers.
IEEE Trans. Very Large Scale Integr. Syst.
Johnson Loh, Tobias Gemmeke
2024 J jnl
Vehicle Surroundings Perception Using Micro-electromechanical Systems Inertial Sensors.
Adv. Intell. Syst.
Martin Lahr, Johnson Loh, Mike Schwarz, Max Christian Lemme, Tobias Gemmeke
2023 — conf
A Unified and Energy-Efficient Depthwise Separable Convolution Accelerator.
VLSI-SoC (Selected Papers)
Yi Chen, Jie Lou, Christian Lanius, Florian Freye, Johnson Loh, Tobias Gemmeke
2023 C conf
An Energy-Efficient and Area-Efficient Depthwise Separable Convolution Accelerator with Minimal On-Chip Memory Access.
VLSI-SoC
Yi Chen, Jie Lou, Christian Lanius, Florian Freye, Johnson Loh, Tobias Gemmeke
2023 A conf
Automatic Generation of Structured Macros Using Standard Cells ‒ Application to CIM.
ISLPED
Christian Lanius, Jie Lou, Johnson Loh, Tobias Gemmeke
2023 A conf
Lossless Sparse Temporal Coding for SNN-based Classification of Time-Continuous Signals.
DATE
Johnson Loh, Tobias Gemmeke
2022 — conf
Dataflow Optimizations in a Sub-uW Data-Driven TCN Accelerator for Continuous ECG Monitoring.
NorCAS
Johnson Loh, Tobias Gemmeke
2021 — conf
Cascaded Classifier for Pareto-Optimal Accuracy-Cost Trade-Off Using Off-the-Shelf ANNs.
LOD
Cecilia Latotzke, Johnson Loh, Tobias Gemmeke
2021 J jnl
Cascaded Classifier for Pareto-Optimal Accuracy-Cost Trade-Off Using off-the-Shelf ANNs.
CoRR
Cecilia Latotzke, Johnson Loh, Tobias Gemmeke
2020 — conf
Low-Cost DNN Hardware Accelerator for Wearable, High-Quality Cardiac Arrythmia Detection.
ASAP
Johnson Loh, Jianan Wen, Tobias Gemmeke