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Akash Kumar

ruhr university bochum

37H-index
577Paper Count
6.2KCitation Count
Published Papers 45
Publication Date
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Structurally Secure Obfuscation: Assessing and Mitigating Structural Vulnerabilities in Circuits Obfuscation
errACM Transactions on Design Automation of Electronic Systems
IF2
err2026-01-01
err0
PREAI
errDarjani, Armin; Kavand, Nima; Han, Zhentao; Kumar, Akash
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errSave
AB-STE: Adaptive Blended Gradient Estimation for Efficient Binarized Networks
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT III
IF0
err2026-01-01
err0
PREAI
errGupta, Siddharth; Kumar, Akash
errShare
errSave
New α-Tocopherol-Isoxazole Hybrids: Synthesis, in Vitro Anticancer and Antioxidant Evaluation, and Molecular Docking Insights
errCHEMISTRYSELECT
IF2
err2025-12-08
err0
PREAI
errHanchate, Pallavi; Kumar, Akash; Sangolkar, Akanksha Ashok; Chilumula, Shruthilaya; Ayyanar, Vasikaran; Patri, Srilakshmi V.
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errSave
MdCSR: A Memory-Efficient Sparse Matrix Compression Format
errIEEE EMBEDDED SYSTEMS LETTERS
IF2
err2025-10-01
err0
PREAI
errNoble, G.; Nalesh, S.; Kala, S.; Ullah, Salim; Kumar, Akash
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errSave
EMGAxO: Extending Machine Learning Hardware Generators With Approximate Operators
errIEEE EMBEDDED SYSTEMS LETTERS
IF2
err2025-10-01
err0
PREAI
errAsghar, Ali; Bangash, Shahzad; Shah, Suleman; Hasan, Laiq; Ullah, Salim; Satyendra Sahoo, Siva; Kumar, Akash
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errSave
Novel Double Cross-Linked Polyvinyl Alcohol-CaCO3 Composites for the Effective Removal of Ionic Textile Dyes
errJOURNAL OF INORGANIC AND ORGANOMETALLIC POLYMERS AND MATERIALS
IF4.9
err2025-05-20
err0
PREAI
errKumar, Meenu; Kumar, Akash S.; Kulkarni, Naveen V.
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errSave
X-DINC: Toward Cross-Layer ApproXimation for the Distributed and In-Network ACceleration of Multi-Kernel Applications
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-05-16
err0
errOAAI
errEbrahimi, Zahra; Eslami, Maryam; Xiao, Xun; Kumar, Akash
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errSave
Analytical Uncertainty Propagation in Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-02-01
err1
PREAI
errJungmann, Paul; Poray, Julia; Kumar, Akash
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errSave
AxOCS: Scaling FPGA-Based Approximate Operators Using Configuration Supersampling
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2024-06-01
err0
PREAI
errSahoo, Siva Satyendra; Ullah, Salim; Bhattacharjee, Soumyo; Kumar, Akash
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errSave
Adapting Neural Networks at Runtime: Current Trends in At-Runtime Optimizations for Deep Learning
errACM COMPUTING SURVEYS
IF28
err2024-05-14
err0
errOAAI
errSponner, Max; Waschneck, Bernd; Kumar, Akash
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errSave
AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2024-04-30
err0
errOAAI
errSahoo, Siva Satyendra; Ullah, Salim; Kumar, Akash
errShare
errSave
A new U-Net based system for multi-cultural wedding image classification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err0
PREAI
errShivakumara, Palaiahnakote; Kumar, C. Pavan; Nemade, Jagrut J.; Michael, Kshitiz; Kumar, Akash; Anami, Basavaraj S.; Pal, Umapada
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errSave
Configurable sparse matrix- matrix multiplication accelerator on FPGA: A systematic design space exploration approach with quantization effects
errALEXANDRIA ENGINEERING JOURNAL
IF6.8
err2024-03-01
err1
errOAAI
errNoble, G.; Nalesh, S.; Kala, S.; Kumar, Akash
errShare
errSave
Introduction to the FPL 2021 Special Section
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2024-02-12
err0
errOAAI
errGoehringer, Diana; Keramidas, Georgios; Kumar, Akash
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errSave
Thwarting GNN-Based Attacks Against Logic Locking
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err0
PREAI
errDarjani, Armin; Kavand, Nima; Rai, Shubham; Kumar, Akash
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errSave
Utilizing Machine Learning Techniques for Worst-Case Execution Time Estimation on GPU Architectures
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errKumar, Vikash; Ranjbar, Behnaz; Kumar, Akash
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errSave
Leveraging Temporal Patterns: Automated Augmentation to Create Temporal Early Exit Networks for Efficient Edge AI
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errSponner, Max; Servadei, Lorenzo; Waschneck, Bernd; Wille, Robert; Kumar, Akash
errShare
errSave
ESOMICS: ML-Based Timing Behavior Analysis for Efficient Mixed-Criticality System Design
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errKumar, Vikash; Ranjbar, Behnaz; Kumar, Akash
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QuantMAC: Enhancing Hardware Performance in DNNs With Quantize Enabled Multiply-Accumulate Unit
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errAshar, Neha; Raut, Gopal; Trivedi, Vasundhara; Vishvakarma, Santosh Kumar; Kumar, Akash
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errSave
Design of Energy-Efficient RFET-Based Exact and Approximate 4:2 Compressors and Multipliers
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2023-09-01
err4
PREAI
errKavand, Nima; Darjani, Armin; Rai, Shubham; Kumar, Akash
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Gerhard Fettweis
H-index: 74 · Papers: 1.4K
A
Andreas Fery
H-index: 67 · Papers: 435
U
Umapada Pal
H-index: 52 · Papers: 660
R
Robert Wille
H-index: 47 · Papers: 915
Y
Yong Lian
H-index: 46 · Papers: 606
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