John Grezmak

Interpretable Convolutional Neural Network Through Layer-wise Relevance Propagation for Machine Fault Diagnosis

John Grezmak, Jianjing Zhang, Peng Wang et al. · IEEE Sensors Journal · 2019 · 133 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +16

Explainable Convolutional Neural Network for Gearbox Fault Diagnosis

John Grezmak, Peng Wang, Chuang Sun et al. · Procedia CIRP · 2019 · 107 citations · Full text

Fault Diagnosis, Deep Neural Networks, Machine Vision +14

Sideways crab-walking is faster and more efficient than forward walking for a hexapod robot

Yang Chen, John Grezmak, Nicole M Graf et al. · Bioinspiration & Biomimetics · 2022 · 27 citations · Full text

Gait Analysis, Engineering, Mechanical Engineering +20

Multi-stream convolutional neural network-based fault diagnosis for variable frequency drives in sustainable manufacturing systems

John Grezmak, Jianjing Zhang, Peng Wang et al. · Procedia Manufacturing · 2020 · 18 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +15

Terrain Classification Based on Sensed Leg Compliance for Amphibious Crab Robot

John Grezmak, Nicole M Graf, Alexander M. Behr et al. · IEEE Sensors Journal · 2021 · 18 citations