Akash Kumar
Scholar

Akash Kumar

Google Scholar ID: 7Q6OSvsAAAAJ
Full Professor, Chair of Embedded Systems, Ruhr University Bochum
Embedded systemslow-powerreliabilitydesign automationFPGA
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Citations & Impact
All-time
Citations
4,387
 
H-index
33
 
i10-index
126
 
Publications
20
 
Co-authors
180
list available
Contact
No contact links provided.
Publications
4 items
MCEL: Margin-Based Cross-Entropy Loss for Error-Tolerant Quantized Neural Networks
2026
Cited
0
BiKA: Kolmogorov-Arnold-Network-inspired Ultra Lightweight Neural Network Hardware Accelerator
2026
Cited
0
GRAU: Generic Reconfigurable Activation Unit Design for Neural Network Hardware Accelerators
2026
Cited
0
Bitwise Systolic Array Architecture for Runtime-Reconfigurable Multi-Precision Quantized Multiplication on Hardware Accelerators
IEEE International Symposium on Quality Electronic Design · 2025
Cited
1
Resume (English only)
Co-authors
180 total
Henk Corporaal
Henk Corporaal
Professor Embedded System Architectures, Eindhoven University of Technology
Co-author 2
Co-author 2
Anup Das
Anup Das
Associate Professor @ Drexel University
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Bharadwaj Veeravalli
Bharadwaj Veeravalli
NUS, Singapore
Siva Satyendra Sahoo
Siva Satyendra Sahoo
R&D Engineer, IMEC, Leuven
Co-author 8
Co-author 8