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.
Organisation 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
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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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Niels Burghoorn
- Mechanical Engineering, Neuromorphic Engineering - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
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Yoeri B. van de Burgt
- Mechanical Engineering, Microsystems - Associate Professor
- EAISI Foundational - Associate Professor
- ICMS Core member - Associate Professor
- Eindhoven Hendrik Casimir institute - Associate Professor
- Mechanical Engineering, Neuromorphic Engineering - Associate Professor
Person: UHD : Associate Professor
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Charles-Théophile Coen
- Mechanical Engineering, Neuromorphic Engineering - Doctoral Candidate
Person: Prom. : doctoral candidate (PhD)
Research output
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A modular organic neuromorphic spiking circuit for retina-inspired sensory coding and neurotransmitter-mediated neural pathways
Matrone, G. M. (Corresponding author), van Doremaele, E. R. W., Surendran, A., Laswick, Z., Griggs, S., Ye, G., McCulloch, I., Santoro, F., Rivnay, J. & van de Burgt, Y. (Corresponding author), 3 Apr 2024, In: Nature Communications. 15, 1, 9 p., 2868.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Citations (Scopus)54 Downloads (Pure) -
Bio-inspired multimodal learning with organic neuromorphic electronics for behavioral conditioning in robotics
Krauhausen, I., Griggs, S., McCulloch, I., den Toonder, J. M. J., Gkoupidenis, P. (Corresponding author) & van de Burgt, Y. (Corresponding author), Dec 2024, In: Nature Communications. 15, 9 p., 4765.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)41 Downloads (Pure) -
Brain-Inspired Organic Electronics: Merging Neuromorphic Computing and Bioelectronics Using Conductive Polymers
Krauhausen, I., Coen, C.-T., Spolaor, S. (Corresponding author), Gkoupidenis, P. (Corresponding author) & van de Burgt, Y. B. (Corresponding author), 10 Apr 2024, In: Advanced Functional Materials. 34, 15, 30 p., 2307729.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 Citations (Scopus)42 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. (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. (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, S. (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, S. (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, S. (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
van de Burgt, Y. (Consultant)
1 Oct 2017 → …Activity: Consultancy types › Consultancy › Scientific
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University of Cambridge
van de Burgt, Y. (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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Synapses and Silicon: Exploring the Intersection of AI and Neuroscience EAISI AI Symposium
Krauhausen, I.
25/03/23
1 item of Media coverage
Press/Media: Expert Comment
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-Eindhoven University of Technology : Eindhoven Young Academy of Engineering welcomes six new members
Kuijer, S. C., Mula, O., Baaijens, F. P. T., Loerakker, S., van de Burgt, Y. B., Jansen, B. M. P., Proll, J. H. E., Birk, M. V., van der Meel, R., Balatsoukas-Stimming, A. & Smolders, K. C. H. J.
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
Kuijer, S. C., Mula, O., Baaijens, F. P. T., Loerakker, S., van de Burgt, Y. B., Jansen, B. M. P., Proll, J. H. E., Birk, M. V., van der Meel, R., Balatsoukas-Stimming, A. & Smolders, K. C. H. J.
22/10/22
1 item 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
Huang, S.-K. (Author), Scannell, C. (Supervisor 1), Amirrajab, S. (Supervisor 2), de Mooij, R. A. J. (Supervisor 2) & van de Burgt, Y. B. (Supervisor 2), 18 Oct 2023Student thesis: Master
File -
Backpropagation and optimization in hardware neural networks
Schepers, R. J. M. (Author), van de Burgt, Y. B. (Supervisor 1) & Spolaor, S. (Supervisor 2), 16 Nov 2023Student thesis: Master
File -
Backpropagation in hardware neural networks using organic neuromorphic devices
Stevens, T. I. B. (Author), van de Burgt, Y. B. (Supervisor 1) & van Doremaele, E. R. W. (Supervisor 2), 31 Mar 2022Student thesis: Master
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