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M
Marian Verhelst
KU Leuven
39
H-index
405
Paper Count
5.8K
Citation Count
0
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Published Papers
52
Publication Date
Publication Date
Impact Factor
Citations
HEMAIA: A 16 nm Heterogeneous Multi-Accelerator SoC With Accelerator-Centric Execution
IEEE Journal of Solid-State Circuits
IF
5.6
2026-10-13
0
PRE
AI
Ryan Antonio; Xiaoling Yi; Jun Yin; Ce Ma; Yunhao Deng; Fanchen Kong; Abdelrahman Ayman Fathallah; Joren Dumoulin; Josse van Delm; Tiago Knorst; Adrian Kneip; Guilherme Paim; Wim Dehaene; Marian Verhelst
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HiKV: Hierarchical Importance-Aware KV Cache With Hardware Acceleration for LLM Decoding
IEEE Transactions on Circuits and Systems I-Regular Papers
IF
5.2
2026-07-31
0
PRE
AI
Chao Fang; Jun Yin; Man Shi; Marian Verhelst
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FlexiGen: An Automated AI Accelerator Generation Framework With Decoupled-Access-Execute and Dynamic Dataflows
ieee transactions on circuits and systems i: regular papers
IF
0
2026-03-04
0
PRE
AI
Xiaoling Yi; Man Shi; Joren Dumoulin; Jiacong Sun; Yunhao Deng; Ryan Antonio; Fanchen Kong; Yu Zhang; Yuqi Jiang; Marian Verhelst
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Efficient DNN Training Using Vectorized Block-Scaled GeMMs with Adaptive Block Shapes
VLSI-SOC: TECHNOLOGY ADVANCEMENT ON SOC DESIGN, 2024
IF
0
2026-01-01
0
PRE
AI
Murthy, Nitish Satya; Laubeuf, Nathan; Bhattacharjee, Debjyoti; Catthoor, Francky; Verhelst, Marian
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The Configuration Wall: Characterization and Elimination of Accelerator Configuration Overhead
PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, VOL 1, ASPLOS 2026
IF
0
2026-01-01
0
PRE
AI
Van Delm, Josse; Lydike, Anton; Dumoulin, Joren; Crols, Jonas; Yi, Xiaoling; Antonio, Ryan; Woodruff, Jackson; Grosser, Tobias; Verhelst, Marian
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Hardware-Centric Analysis of DeepSeek's Multi-Head Latent Attention
ELECTRONICS LETTERS
IF
0.8
2025-12-08
0
OA
AI
Geens, Robin; Verhelst, Marian
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Exploiting neuro-inspired dynamic sparsity for energy-efficient intelligent perception
Nature Communications
IF
15.7
2025-11-11
0
OA
AI
Sheng Zhou; Chang Gao; Tobi Delbruck; Marian Verhelst; Shih-Chii Liu
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TinyML-From Efficient Edge Inference to On-Device Intelligence
IEEE DESIGN & TEST
IF
1.9
2025-10-01
0
PRE
AI
Theocharides, Theocharis; Verhelst, Marian; Reddy, Vijay Janapa; Gousev, Evgeni
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LogSumExp: Efficient Approximate Logarithm Acceleration for Embedded Tractable Probabilistic Reasoning
ieee transactions on circuits and systems i: regular papers
IF
0
2025-10-01
0
PRE
AI
Lingyun Yao; Shirui Zhao; Martin Trapp; Jelin Leslin; Marian Verhelst; Martin Andraud
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SunPar: An Analytical Design Space Exploration Framework Modeling Performance Uncertainty in Sparse AI Accelerators
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IF
2.9
2025-09-23
0
PRE
AI
Jiacong Sun; Man Shi; Mahesh Subedar; Georges Gielen; Marian Verhelst
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An Analytical Model for Performance-Carbon Co-Optimization of Edge AI Accelerators
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IF
2.9
2025-08-26
0
PRE
AI
Jiacong Sun; Xiaoling Yi; Arne Symons; Georges Gielen; Lieven Eeckhout; Marian Verhelst
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HUNBN, a 16-nm Digital In-Memory-Compute SoC for Edge CNN Application Achieving 24 TOPs/W (4b) at System Level
IEEE Journal of Solid-State Circuits
IF
5.6
2025-07-01
0
PRE
AI
Weijie Jiang; Cédric Caron; Prabhat Avasare; Marc Pauwels; Marian Verhelst; Wim Dehaene
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AIA: A Customized Multi-Core RISC-V SoC for Discrete Sampling Workloads in 16 nm
IEEE Journal of Solid-State Circuits
IF
5.6
2025-07-01
0
PRE
AI
Shirui Zhao; Nimish Shah; Wannes Meert; Marian Verhelst
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Stream: Design Space Exploration of Layer-Fused DNNs on Heterogeneous Dataflow Accelerators
IEEE TRANSACTIONS ON COMPUTERS
IF
3.8
2025-01-01
0
PRE
AI
Symons, Arne; Mei, Linyan; Colleman, Steven; Houshmand, Pouya; Karl, Sebastian; Verhelst, Marian
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Optimization of block-scaled integer GeMMs for efficient DNN deployment on scalable in-order vector processors
JOURNAL OF SYSTEMS ARCHITECTURE
IF
4.1
2024-09-01
1
PRE
AI
Murthy, Nitish Satya; Catthoor, Francky; Verhelst, Marian
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An End-to-End Dual ASIC OFDM Transceiver for Ultrasound In-Body Communication
ieee transactions on circuits and systems i regular papers
IF
4.9
2023-08-01
0
OA
AI
Bos, Thomas; Verhelst, Marian; Dehaene, Wim
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A 96-Channel 40nm CMOS Potentiostat for Parallel Experiments on Microbial Electrochemical Systems
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF
5.2
2023-01-01
4
PRE
AI
Li, Peishuo; Molderez, Tom R.; Villamor, David H.; Prevoteau, Antonin; Verhelst, Marian
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GraphOpt: Constrained-Optimization-Based Parallelization of Irregular Graphs
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF
6
2022-12-01
1
OA
AI
Shah, Nimish; Meert, Wannes; Verhelst, Marian
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A Procedural Method to Predictively Assess Power-Quality Trade-Offs of Circuit-Level Adaptivity in IoT Systems
FRONTIERS IN ELECTRONICS
IF
2.1
2022-06-27
0
OA
AI
De Roose, Jaro; Andraud, Martin; Verhelst, Marian
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Taxonomy and Benchmarking of Precision-Scalable MAC Arrays Under Enhanced DNN Dataflow Representation
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF
5.2
2022-05-01
6
OA
AI
Ibrahim, Ehab M.; Mei, Linyan; Verhelst, Marian
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Research Directions
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Co-authors
Cooperation Journals
L
Luca Benini
H-index: 107 · Papers: 2.3K
K
Korneel Rabaey
H-index: 101 · Papers: 534
J
Jan D’hooge
H-index: 74 · Papers: 1.1K
T
Tinne Tuytelaars
H-index: 69 · Papers: 527
C
Chris Van Hoof
H-index: 68 · Papers: 870
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