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Selected Publications TEN-Partners related to Mission 10-X

2021

  • Corda, S., M. Kumaraswamy, A. Javed Awan, R. Jordans, A. Kumar and H. Corporaal. "NMPO: Near-Memory Computing Profiling and Offloading". 24th Euromicro Conference on Digital System Design (DSD), Palermo, Italy: 259-267 (2021). https://doi.org/10.1109/DSD53832.2021.00048
  • Corradi, F., G. Adriaans and S. Stuijk. "Gyro: A digital spiking neural network architecture for multi-sensory data analytics". DroneSE and RAPIDO '21: Methods and Tools January 18 - 20, 2021, Budapest Hungary: 9-15 (2021). https://doi.org/10.1145/3444950.3444951
  • Eissa, S., S. Stuijk and H. Corporaal. "Hardware approximation of exponential decay for spiking neural networks". IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS), Washington DC, DC, USA: 1-5 (2021). https://doi.org/10.1109/AICAS51828.2021.9458560
  • Hilgenkamp, H. and X. Gao. "Exploring the path of the variable resistance". Science, 373 (6557): 854-855 (2021). https://doi.org/10.1126/science.abh2231 
  • Kraushausen, I., D.A. Koutsouras, A. Melianas, S.T. Keene, K. Lieberth, H. Ledanseur, R. Sheelamanthula, A. Giovannitti, F. Torricelli, I. MCCulloch, P.W.M. Blom, A. Salleo, Y. Burgt van der and P. Gkoupidenis. "Organic neuromorphic electronics for sensorimotor integration and learning in robotics". Science Advances, 7 (50): eabl5068-1 - eabl5068-8 (2021). https://doi/10.1126/sciadv.abl5068
  • Raz, O., R. Stabile, J. Melskens, F. Pagliano, L. Chenhui, C.C.M. Sproncken, B. Gumi-Audenis, E. Lazdaniaité, W.M.M. Kessels, I.K. Voets and M.A. Mohammed. "Large-scale programmable integrated photonics". Optical Fiber Communications Conference and Exhibition (OFC), San Francisco, CA, USA.: 1-3 (2021). https://ieeexplore.ieee.org/document/9489913
  • Singh, K.P.d.G., José. "Twenty years of near/sub-threshold design trends and enablement". TCS-II, 68 (1): 5-11 (2021). https://doi.org/10.1109/TCSII.2020.3040970
  • Stabile, R., G. Dabos, C. Vagionas, B. Shi, N. Calabretta and N. Pleros. "Neuromorphic photonics: 2D or not 2D?". Journal of Applied Physics, 129: 200901-1 200901-13 (2021). https://doi.org/10.1063/5.0047946
  • Yao, W., X. Liu, M.K. Matters-Kammerer, A. Meighan, M. Spiegelberg, M. Trajkovic, J.J.G.M.v.d. Tol, M.J. Wale, X. Zhang and K. Williams. "Towards the Integration of InP Photonics With Silicon Electronics: Design and Technology Challenges". Journal of Lightwave Technology, 39 (4): 999-1009 (2021). https://doi.org/10.1109/JLT.2020.3043799

 2020

  • Avilés-Félix, L., A. Olivier, G. Li, C.S. Davies, L. Álvaro-Gómez, M. Rubio-Roy, S. Auffret, A. Kirilyuk, A.V. Kimel, T. Rasing, L.D. Buda-Prejbeanu, R.C. Sousa, B. Dieny and I.L. Prejbeanu. "Single-shot all-optical switching of magnetization in Tb/Co multilayer-based electrodes". Scientific Reports, 10 (1): 5211 (2020). https://doi.org/10.1038/s41598-020-62104-w 
  • Bagrov, A.A., I.A. Iakovlev, A.A. Iliasov, M.I. Katsnelson and V.V. Mazurenko. "Multiscale structural complexity of natural patterns". Proceedings of the National Academy of Sciences, 117 (48): 30241-30251 (2020). https://doi.org/1073/pnas.2004976117
  • Chen, T., J. van Gelder, B. van de Ven, S.V. Amitonov, B. de Wilde, H.-C. Ruiz Euler, H. Broersma, P.A. Bobbert, F.A. Zwanenburg and W.G. van der Wiel. "Classification with a disordered dopant-atom network in silicon". Nature, 577 (7790): 341-345 (2020). https://doi.org/10.1038/s41586-019-1901-0
  • Corda, S., B. Veenboer, A. Javed Awan, A. Kumar, R. Jordans and H. Corporaal. "Near memory acceleration on high resolution radio astronomy imaging". 9th Mediterranean Conference on Embedded Computing (MECO), Budva, Montenegro: 1-6 (2020). https://doi.org/10.1109/MECO49872.2020.9134089
  • Jiao, Y., J. van der Tol, V. Pogoretskii, J. van Engelen, A.A. Kashi, S. Reniers, Y. Wang, X. Zhao, W. Yao, T. Liu, F. Pagliano, A. Fiore, X. Zhang, Z. Cao, R.R. Kumar, H.K. Tsang, R. van Veldhoven, T. de Vries, E.-J. Geluk, J. Bolk, H. Ambrosius, M. Smit and K. Williams. "Indium Phosphide Membrane Nanophotonic Integrated Circuits on Silicon". physica status solidi (a), 217 (3): 1900606 (2020). https://doi.org/10.1002/pssa.201900606
  • Keene, S.T., C. Lubrano, A. Kazemzadeh, Y. Tuchman, G. Polino, P. Scognamiglio, L. Ciná, A. Salleo, Y. Burgt van der and F. Santoro. "A biohybrid synapse with neurotransmitter-mediated plasticity". Nature Materials, 19: 969-973 (2020). https://doi.org/10.1038/s41563-020-0703-y
  • Lucassen, J., C.F. Schippers, M.A. Verheijen, P. Fritsch, E.J. Geluk, B. Barcones, R.A. Duine, S. Wurmehl, H.J.M. Swagten, B. Koopmans and R. Lavrijsen. "Extraction of Dzyaloshinskii-Moriya interaction from propagating spin waves". Physical Review B, 101 (6): 064432 (2020). https://doi.org/10.1103/PhysRevB.101.064432
  • Mohammed, M.A., J. Melskens, R. Stabile, F. Pagliano, C. Li, W.M.M. Kessels and O. Raz. "Metastable refractive index manipulation in hydrogenated amorphous silicon for reconfigurable photonics". Advanced Optical Materials, 8 (6): 1901680-1 -1901680-11 (2020). https://doi.org/10.1002/adom.201901680
  • Mohammed, M.A., C.C.M. Sproncken, B. Gumi-Audenis, E. Lazdaniaité, R. Stabile, I.K. Voets and O. Raz. "Reversibly programmable photonics via responsive polyelectrolyte multilayer cladding". Advanced Optical Materials, 8: 2000325-1 - 2000325-8 (2020). https://doi.org/10.1002/adom.202000325
  • Shi, B., N. Calabretta and R. Stabile. "Deep neural network through an InP SOA-based photoniciIntegrated cross-connect". IEEE Journal of Selected Topics in Quantum Electronics 26 (1): 770111-1-770111-10 (2020). https://doi/org/10.1109/JSTQE.2019.2945548
  • Shi, B., K. Prifti, M. Eduardo, N. Calabretta and R. Stabile. "Lossless monolithically integrated photonic InP neuron for all-optical computation". 2020 Optical Fiber Communications Conference and Exhibition (OFC), San Diego, CA, USA: 1-3 (2020). https://ieeexplore.ieee.org/document/9083438
  • Singh, G., D. Diamantopoulos, C. Hagleitner, J. Gómez-Luna, S. Stuijk, O. Mutlu and H. Corporaal. "NERO: A near high-bandwidth memory stencil accelerator for weather prediction modeling". 30th International Conference on Field-Programmable Logic and Applications (FPL), Gothenburg, Sweden: 9-17 (2020). https://doi.org/10.1109/FPL50879.2020.00014
  • Stabile, R., N. Calabretta and B. Shi. "Large-scale photonic integrated cross-connects for optical communication and computation". Optical Fiber Communications Conference and Exhibition (OFC), San Diego, CA, USA: 1-3 (2020). https://ieeexplore.ieee.org/document/9083474
  • Westerhout, T., N. Astrakhantsev, K.S. Tikhonov, M.I. Katsnelson and A.A. Bagrov. "Generalization properties of neural network approximations to frustrated magnet ground states". Nature Communications, 11 (1): 1593 (2020). https://doi.org/10.1038/s41467-020-15402-w 

 2019

  • Chakravarty, A., J.H. Mentink, C.S. Davies, K.T. Yamada, A.V. Kimel and T. Rasing. "Supervised learning of an opto-magnetic neural network with ultrashort laser pulses". Applied Physics Letters, 114 (19): 192407 (2019). https://doi.org/10.1063/1.5087648
  • Doremeale van, E.R.W., P. Gkoupidenis and Y. Burgt van der. "Towards organic neuromorphic devices for adaptive sensing and novel computing paradigms in bioelectronics". Mater. Chem. C., 7: 12754-1 - 12754-7 (2019). https://doi.org/10.1039/C9TC03247A
  • Lalieu, M.L.M., R. Lavrijsen and B. Koopmans. "Integrating all-optical switching with spintronics". Nature Communications, 10 (1): 110 (2019). https://doi.org/10.1038/s41467-018-08062-4
  • Shi, B., N. Calabretta and R. Stabile. "First demonstration of a two-layer all-optical neural network by using photonic integrated chips and SOAs". 45th European Conference on Optical Communication (ECOC 2019), Dublin, Ireland: 1-4 (2019). https://doi.org/10.1049/cp.2019.1132
  • Singh, G., D. Diamantopoulos, C. Hagleitner, S. Stuijk and H. Corporaal. "NARMADA: Near-Memory Horizontal Diffusion Accelerator for Scalable Stencil Computations". 29th International Conference on Field Programmable Logic and Applications (FLP), Barcelona, Spain: 263-269 (2019). https://doi.org/10.1109/FPL.2019.00050
  • Singh, G., J. Gómez-Luna, G. Mariani, G.F. Oliveira, S. Corda, S. Stuijk, O. Mutlu and H. Corporaal. "NAPEL: Near-memory computing application performance prediction via ensemble learning". 56th Annual Design Automation Conference 2019, Las Vergas, Nevada, USA: 1-6 (2019). https://doi.org/10.1145/3316781.3317867
  • Stupakiewicz, A., K. Szerenos, M.D. Davydova, K.A. Zvezdin, A.K. Zvezdin, A. Kirilyuk and A.V. Kimel. "Selection rules for all-optical magnetic recording in iron garnet". Nature Communications, 10 (1): 612 (2019). https://doi.org/10.1038/s41467-019-08458-w
  • Wijtvliet, M., J. Huiskens, L. Waijen and H. Corporaal. "Blocks: redesigning coarse grained reconfigurable architectures for energy efficiency". 29th International Conference on Field Programmable Logic and Applications (FPL), Barcelona, Spain: 17-23 (2019). https://doi.org/10.1109/FPL.2019.00013

 2018

  • Burgt van der, Y., A. Melianas, S.T. Keene, G. Malliaras and A. Salleo. "Organic electronics for neuromorphic computing". Nature Electonics, 1: 386-397 (2018). https://doi.org/10.1038/s41928-018-0103-3
  • Keene, S.T., A. Melianas, Y. Burgt van der and A. Salleo. "Mechanisms for enhanced state retention and stability in Redox-gated organic neuromorphic devices". Electron. Mater., 5: 1800686-1 - 1800686-10 (2018). https://doi.org/10.1002/aelm.201800686
  • Keene, S.T., A. Melianas, E.J. Fuller, Y. Burgt van der, A.A. Talin and A. Salleo. "Optimized pulsed write schemes improve linearity and write speed for low-power organic neuromorphic devices". D: Appl. Phys, 51: 224002-1 224002-8 (2018). https://doi.org/10.1088/1361-6463/aabe70
  • Shi, B., N. Calabretta, D. Bunandar, D. Englund and R. Stabile. "WDM Weighted sum in an 8x8 SOA-based InP cross-connect forpPhotonic deep neural networks". Photonics in Switching and Computing (PSC), Limassol, Cyprus: 1-3 (2018). https://doi.org/10.1109/PS.2018.8751338

2017

  • Burgt van der, Y., W. Lubberman, E.J. Fuller, S.T. Keene, G.C. Faria, S. Agerwal, M.J. Marinella, A.A. Talin and A. Salleo. "A non-volatile organic electrochemical device as a low-voltage artificial synapse for neuromorphic computing". Nature Materials, 14: 414-418 (2017). https://doi.org/10.1038/nmat4856