Researcher
Marian Verhelst
- Disciplines:Nanotechnology, Sensors, biosensors and smart sensors, Other electrical and electronic engineering, Design theories and methods
Affiliations
- Electronic Circuits and Systems (ECS) (Division)
Member
From1 Aug 2020 → Today - ESAT - MICAS, Microelectronics and Sensors (Division)
Member
From1 Dec 2007 → 31 Jul 2020
Projects
1 - 10 of 33 results
- Intelligent Ultra Low-Power Signal Processing for AutomotiveFrom1 Nov 2020 → TodayFunding: H2020 - Skills and Career Development (Marie Sk?odowska-Curie) actions
- System Architecture exploration for AI accelerator platformsFrom2 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Enabling autonomous learning and decisioning in tiny devicesFrom2 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Adaptive hardware for conditional neural networks with emerging technologiesFrom23 Sep 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Algorithm-Hardware Co-Design for Adaptive Embedded Anomaly DetectionFrom1 Apr 2019 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Time is money : integrated circuit and system design towards low latency for real-time applicationsFrom1 Oct 2018 → TodayFunding: IOF - Industrial Research Fund, BOF - Concerted Research Project from 1994
- Processor design for latency-critical and latency-scalable applicationsFrom4 Sep 2018 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Digital design for efficient embedded machine learning processorsFrom31 Aug 2018 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- MINERVA: MIcro- and NanoElectronics Research VAlidationFrom1 May 2018 → TodayFunding: FWO Medium Size Research Infrastructure
- Hyper-dimensional scalable sensors: the road forward to always-on context-awareness in electronic devices? (HYPERSCALES)From1 Jan 2018 → TodayFunding: FWO research project
Publications
1 - 10 of 137 results
- Hardware-Aware Probabilistic Models: Learning, Inference and Use Cases(2020)
Authors: Laura Isabel Galindez Olascoaga, Marian Verhelst, Wannes Meert
- Modeling and Optimization of Hybrid FinFET-Silicon Photonic Interconnects(2020)
Authors: Nicolas Pantano, Michal Rakowski, Davide Guermandi, Marian Verhelst, Joris Van Campenhout
Pages: 4325 - 4332Number of pages: 8 - Binary CorNET: Accelerator for HR Estimation From Wrist-PPG(2020)
Authors: Leandro Giacomini Rocha, Dwaipayan Biswas, Bram-Ernst Verhoef, Sergio Bampi, Christiaan Van Hoof, Mario Konijnenburg, Marian Verhelst, Nick Van Helleputte
Pages: 715 - 726Number of pages: 12 - A 5-GS/s 158.6-mW 9.4-ENOB Passive-Sampling Time-Interleaved Three-Stage Pipelined-SAR ADC With Analog-Digital Corrections in 28-nm CMOS(2020)
Authors: Athanasios T Ramkaj, Juan C Pena Ramos, Marcellinus Pelgrom, Michel Steyaert, Marian Verhelst, Filip Tavernier
Pages: 1553 - 1564Number of pages: 12 - Discriminative Bias for Learning Probabilistic Sentential Decision Diagrams(2020)
Authors: Laura Isabel Galindez Olascoaga, Wannes Meert, Nimish Shirishbhai Shah, Guy Van den Broeck, Marian Verhelst
Pages: 184 - 196 - Distributed adaptive node-specific signal estimation in a wireless sensor network with noisy links(2020)
Authors: Fernando de la Hucha Arce, Marc Moonen, Marian Verhelst, Alexander Bertrand
Number of pages: 15 - On the convexity of bit depth allocation for linear MMSE estimation in wireless sensor networks(2020)
Authors: Fernando de la Hucha Arce, Panagiotis Patrinos, Marian Verhelst, Alexander Bertrand
Pages: 291 - 295Number of pages: 6 - Distributed adaptive node-specific signal estimation in a wireless sensor network with noisy links(2020)
Authors: Fernando de la Hucha Arce, Marc Moonen, Marian Verhelst, Alexander Bertrand
Number of pages: 14 - Review and Benchmarking of Precision-Scalable Multiply-Accumulate Unit Architectures for Embedded Neural-Network Processing(2019)
Authors: Vincent Camus, Linyan Mei, Christian Enz, Marian Verhelst
Pages: 697 - 711Number of pages: 15 - Breaking High-Resolution CNN Bandwidth Barriers With Enhanced Depth-First Execution(2019)
Authors: Koen Goetschalckx, Marian Verhelst
Pages: 323 - 331Number of pages: 9