Content available in repository
Content available in repository
Organisation profile
Introduction / mission
We focus on organic electronic materials for embedding artificial neural networks in hardware, to provide biocompatible and inexpensive neuromorphic devices for adaptable bioelectronics and smart biosensors.
Highlighted phrase
Organic neuromorphic materials as building blocks for next generation computing and smart lab-on-a-chips.
Organisational profile
Part of the Microsystems section in the engineering department, our multidisciplinary research group spans materials science, bioelectronics, electrical engineering and device physics. We focus on organic electronic and neuromorphic materials, with specific applications in adaptable bioelectronics, sensors and brain-inspired smart point-of-care diagnostic devices.
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
Fingerprint
Dive into the research topics where Neuromorphic Engineering is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Profiles
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Yoeri B. van de Burgt
- Mechanical Engineering, Microsystems - Associate Professor
- Mechanical Engineering, Neuromorphic Engineering - Associate Professor
- EAISI Foundational - Associate Professor
- ICMS Core member - Associate Professor
- Eindhoven Hendrik Casimir institute - Associate Professor
Person: UHD : Associate Professor
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Charles-Théophile Coen
- Mechanical Engineering, Neuromorphic Engineering - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
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Eveline R.W. van Doremaele, MSc
- Mechanical Engineering, Microsystems - Postdoc
- Mechanical Engineering, Neuromorphic Engineering - Postdoc
Person: PD : Postdoc
Research output
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An Energy-Efficient Solid-State Organic Device Array for Neuromorphic Computing
Hu, L. S., Fattori, M., Schilp, W., Verbeek, R., Kazemzadeh, S., van de Burgt, Y., Kronemeijer, A. J., Gelinck, G. & Cantatore, E., Dec 2023, In: IEEE Transactions on Electron Devices. 70, 12, p. 6520-6525 6 p.Research output: Contribution to journal › Article › Academic › peer-review
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A retrainable neuromorphic biosensor for on-chip learning and classification
van Doremaele, E. R. W., Ji, X., Rivnay, J. & van de Burgt, Y., Oct 2023, In: Nature Electronics. 6, 10, p. 765-770 6 p.Research output: Contribution to journal › Article › Academic › peer-review
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Barcode demultiplexing of nanopore sequencing raw signals by unsupervised machine learning
Papetti, D. M., Spolaor, S., Nazari, I., Tirelli, A., Leonardi, T., Caprioli, C., Besozzi, D., Vlachou, T., Pelicci, P. G., Cazzaniga, P. & Nobile, M. S., 27 Apr 2023, In: Frontiers in Bioinformatics. 3, 11 p., 1067113.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile25 Downloads (Pure)
Datasets
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Supporting Data for A biohybrid synapse with neurotransmitter-mediated plasticity
Polino, G. (Contributor), Santoro, F. (Contributor), Tuchman, Y. (Contributor), Cinà, L. (Contributor), van de Burgt, Y. B. (Contributor), Scognamiglio, P. (Contributor), Keene, S. T. (Contributor), Lubrano, C. (Contributor), Kazemzadeh, S. (Contributor), Melianas, A. (Contributor) & Salleo, A. (Contributor), 4TU.Centre for Research Data, 30 Aug 2021
DOI: 10.4121/16428789
Dataset
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Supporting Data for The mechanism of dedoping PEDOT: PSS by aliphatic polyamines
Keene, S. T. (Contributor), van de Burgt, Y. B. (Contributor), Janssen, R. A. J. (Contributor), Meskers, S. C. J. (Contributor), Saes, B. H. W. (Contributor), van der Pol, T. P. A. (Contributor) & Salleo, A. (Contributor), 4TU.Centre for Research Data, 30 Aug 2021
DOI: 10.4121/16535553
Dataset
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Supporting Data for Enhancement-mode PEDOT:PSS Organic Electrochemical Transistors using Molecular De-doping
Janssen, R. A. J. (Contributor), Keene, S. T. (Contributor), Zakhidov, D. (Contributor), Weijtens, C. H. L. (Contributor), van der Pol, T. P. A. (Contributor), Salleo, A. (Contributor) & van de Burgt, Y. B. (Contributor), 4TU.Centre for Research Data, 30 Aug 2021
DOI: 10.4121/16535400
Dataset
Prizes
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EUSFLAT 2020 Best PhD Thesis Award
Spolaor, Simone (Recipient), 22 Sept 2021
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Materials Technology Poster Award
Kazemzadeh, Setareh (Recipient), 13 Dec 2019
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Young Talents Award of the University of Milano-Bicocca - 2021 Edition
Spolaor, Simone (Recipient), 4 Oct 2021
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Member Scientific Advisory Panel
Yoeri van de Burgt (Consultant)
1 Oct 2017 → …Activity: Consultancy types › Consultancy › Scientific
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University of Cambridge
Yoeri van de Burgt (Visiting researcher)
26 Aug 2017 → 1 Dec 2017Activity: Visiting an external institution types › Visiting an external academic institution › Scientific
Press/Media
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-Eindhoven University of Technology : Eindhoven Young Academy of Engineering welcomes six new members
S.C. (Lenneke) Kuijer, Olga Mula, Frank P.T. Baaijens, Sandra Loerakker, Yoeri B. van de Burgt, Bart M.P. Jansen, Josefine H.E. Proll, Max V. Birk, Roy van der Meel, Alexios Balatsoukas-Stimming & Karin C.H.J. Smolders
24/10/22
2 items of Media coverage
Press/Media: Expert Comment
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Eindhoven University of Technology: Eindhoven Young Academy Of Engineering Welcomes Six New Members
S.C. (Lenneke) Kuijer, Olga Mula, Frank P.T. Baaijens, Sandra Loerakker, Yoeri B. van de Burgt, Bart M.P. Jansen, Josefine H.E. Proll, Max V. Birk, Roy van der Meel, Alexios Balatsoukas-Stimming & Karin C.H.J. Smolders
22/10/22
1 item of Media coverage
Press/Media: Expert Comment
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Future is bright for Eindhoven Young Academy of Engineering
Sandra Loerakker, Diletta Giuntini, Yoeri B. van de Burgt, W.L.F. (Pim) van der Hoorn, Karin C.H.J. Smolders, Maryam Razavian, Max V. Birk & Francesca Grisoni
4/02/22
2 items of Media coverage
Press/Media: Expert Comment
Student theses
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A Fair Optimization of Diffusion Model for 2D Cardiac MR Image Generation: Comparison between Hyperparameter Sets
Author: Huang, S., 18 Oct 2023Supervisor: Scannell, C. (Supervisor 1), Amirrajab, S. (Supervisor 2), de Mooij, R. A. J. (Supervisor 2) & van de Burgt, Y. B. (Supervisor 2)
Student thesis: Master
File -
Backpropagation and optimization in hardware neural networks
Author: Schepers, R. J. M., 16 Nov 2023Supervisor: van de Burgt, Y. B. (Supervisor 1) & Spolaor, S. (Supervisor 2)
Student thesis: Master
File -
Backpropagation in hardware neural networks using organic neuromorphic devices
Author: Stevens, T. I. B., 31 Mar 2022Supervisor: van de Burgt, Y. B. (Supervisor 1) & van Doremaele, E. R. W. (Supervisor 2)
Student thesis: Master
File