NanoComputing Research Lab

Onderzoeksoutput

Onderzoeksoutput per jaar 2022 2023 2024

• 12 Tijdschriftartikel
• 7 Conferentiebijdrage
• 2 Paper
• 2 Overige bijdrage
• 5 Meer
  • 2 Preprint
  • 1 Hoofdstuk
  • 1 Poster
  • 1 Werkdocument

Onderzoeksoutput per jaar

Onderzoeksoutput per jaar

Zoekresultaten

• 2024

  Benchmarking Max-Cut on Oscillatory Ising Machines with Kuramoto and van der Pol Oscillators

  Sabo, F. & Todri-Sanial, A., 2024, (Geaccepteerd/In druk).

  Onderzoeksoutput: Bijdrage aan congres › Paper › Academic

  Bestand
  89 Downloads (Pure)

• ClassONN: Classification with Oscillatory Neural Networks using the Kuramoto Model

  Sabo, F. & Todri-Sanial, A., 10 jun. 2024, 2024 Design, Automation & Test in Europe Conference & Exhibition, DATE 2024. Institute of Electrical and Electronics Engineers, 2 blz. 10546829

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Neural Network 100%
  • Benchmarking 16%
  • Classification Models 16%
  • Image Classification 16%
  • Associative Memory 16%
  305 Downloads (Pure)

• Conductive metal oxide and hafnium oxide bilayer ReRAM: an ab initio study

  Honet, A. & Todri-Sanial, A., 12 jul. 2024, arXiv.org, 13 blz.

  Onderzoeksoutput: Werkdocument › Preprint › Academic

  Open Access

  Bestand

  • Metal Oxide 100%
  • Hafnium 100%
  • Resistive Random-Access Memory 100%
  • Oxide Compound 100%
  • Titanium Oxide 60%
  7 Downloads (Pure)

• Multimodal Processing at the Edge

  Edgar Leonard Marvin Luhulima, E., Sabo, F. & Todri-Sanial, A., 2024.

  Onderzoeksoutput: Bijdrage aan congres › Poster

  Bestand
  28 Downloads (Pure)

• Multi-qubit Dynamical Decoupling for Enhanced Crosstalk Suppression

  Niu, S., Todri-Sanial, A. & Bronn, N. T., 14 mrt. 2024, arXiv.org, 10 blz.

  Onderzoeksoutput: Werkdocument › Preprint › Academic

  Open Access

  Bestand

  • Quantum Dot 100%
  • Drive 100%
  • Coherence 12%
  • Open Quantum Systems 12%
  22 Downloads (Pure)
• 2023

  Ab Initio Simulations on the Structure and Properties of Supported Core-Shell Pt Nanoparticles on Single-Layer MoS₂

  Boschetto, G. (Corresponding author) & Todri-Sanial, A. (Corresponding author), 28 dec. 2023, In: Journal of Physical Chemistry C. 127, 51, blz. 24666-24675 10 blz.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Nanoparticle 100%
  • Ab Initio Simulation 100%
  • Catalysis 33%
  • Molybdenum 16%
  • Density 16%
  10 Downloads (Pure)

• A Mixed-Signal Oscillatory Neural Network for Scalable Analog Computations in Phase Domain

  Delacour, C., Carapezzi, S., Boschetto, G., Abernot, M., Gil, T. & Todri-Sanial, A., 31 jan. 2023, 30 blz.

  Onderzoeksoutput: Werkdocument › Academic

  Open Access

  Bestand

  • Neural Network 100%
  • Hardware Implementation 14%
  • Problem Instance 14%
  • Approximation Algorithms 14%
  • Parallel Computation 14%
  150 Downloads (Pure)

• Building Oscillatory Neural Networks: AI Applications and Physical Design Challenges

  Todri-Sanial, A., 26 mrt. 2023, ISPD 2023 - Proceedings of the 2023 International Symposium on Physical Design. Association for Computing Machinery, Inc, blz. 185-186 2 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Artificial Intelligence 100%
  • Physical Design 100%
  • Application Design 100%
  • Design Challenge 100%
  • Neural Network 100%
  2 Downloads (Pure)

• Digital Implementation of On-Chip Hebbian Learning for Oscillatory Neural Network

  Luhulima, E., Abernot, M., Corradi, F. & Todri-Sanial, A., 2023, 2023 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2023. Institute of Electrical and Electronics Engineers, blz. 1-6 6 blz. 10244501

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Programmable Logic 100%
  • Neural Network 100%
  • Processing System 100%
  • Design Strategy 66%
  • Field Programmable Gate Arrays 66%
  2 Downloads (Pure)

• Early Warning System with Formative Feedback to Support Engineering Students in Electromagnetism

  Martinez, C., Booij, T. B. N., Serra, R., Vertegaal, C. J. C., Bentum, M. J., Sundaramoorthy, P. & Bounik, Z., 20 jul. 2023, EAEEIE 2023 - Proceedings of the 2023 32nd Annual Conference of the European Association for Education in Electrical and Information Engineering. van der Aa, N. (uitgave). Institute of Electrical and Electronics Engineers, blz. 1-6 6 blz. 10181601

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Early Warning System 100%
  • Engineering Student 100%
  • Individual Learning 25%
  • Historical Data 25%
  • Dropouts 25%
  7 Downloads (Pure)

• Enabling Multi-programming Mechanism for Quantum Computing in the NISQ Era

  Niu, S. (Corresponding author) & Todri-Sanial, A. (Corresponding author), 2023, In: Quantum. 7, 34 blz., 925.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Benchmarking 100%
  • Parallelism 100%
  • Quantum Operation 100%
  • Quantum Computing 100%
  • Quantum Circuit 100%
  9 Citaten (Scopus)

  68 Downloads (Pure)

• Energy-Efficient Machine Learning Acceleration: From Technologies to Circuits and Systems

  Ogbogu, C., Abernot, M., Delacour, C., Todri-Sanial, A., Pasricha, S. & Pande, P. P., 2023, 2023 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2023. Institute of Electrical and Electronics Engineers, blz. 1-8 8 blz. 10244360

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Energy Efficient 100%
  • Machine Learning 100%
  • Machine Learning Algorithm 100%
  • Computing Platform 50%
  • Hardware Design 50%
  1 Downloads (Pure)

• How fast can vanadium dioxide neuron-mimicking devices oscillate? Physical mechanisms limiting the frequency of vanadium dioxide oscillators

  Carapezzi, S. (Corresponding author), Plews, A., Boschetto, G., Nejim, A., Karg, S. F. & Todri-Sanial, A. (Corresponding author), sep. 2023, In: Neuromorphic Computing and Engineering. 3, 3, 17 blz., 34010.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Oscillatory 100%
  • Upper Limit 100%
  • Design Simulation 100%
  • Computer Aided Design 100%
  • Neural Network 100%
  1 Citaat (Scopus)

  36 Downloads (Pure)

• Multi-programming mechanism on near-term quantum computing

  Niu, S. & Todri-Sanial, A., 7 aug. 2023, Quantum Computing: Circuits, Systems, Automation and Applications. Thapliyal, H. & Humble, T. (uitgave). Springer, blz. 19-54 36 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic › peer review

  • Parallel Circuit 100%
  • Quantum Computing 100%
  • Quantum Operation 66%
  • Calibration Data 33%
  • Quantum Circuit 33%

• Operating Coupled VO-Based Oscillators for Solving Ising Models

  Avedillo, M. J., Traves, M. J., Delacour, C., Todri-Sanial, A., Linares-Barranco, B. & Nunez, J. (Corresponding author), 1 dec. 2023, In: IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 13, 4, blz. 901-913 13 blz., 10302292.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Combinatorial Optimization Problem 100%
  • Optimization Problem 100%
  • Dynamical System 100%
  • Information Processing 100%
  • Optimum Solution 100%
  3 Citaten (Scopus)

  21 Downloads (Pure)

• Oscillatory neural network learning for pattern recognition: an on-chip learning perspective and implementation

  Abernot, M., Azemard, N. & Todri-Sanial, A. (Corresponding author), 15 jun. 2023, In: Frontiers in Neuroscience. 17, 13 blz., 1196796.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Pattern Recognition 100%
  • Neural Network 100%
  • Learning Algorithm 60%
  • Artificial Intelligence 40%
  • Hopfield Neural Networks 40%
  133 Downloads (Pure)

• Oscillatory Neural Networks Applications for Edge Computing

  Abernot, M., Gonos, T. & Todri-Sanial, A., 17 jan. 2023, (Niet gepubliceerd).

  Onderzoeksoutput: Bijdrage aan congres › Paper › Academic

• Roadmap for Unconventional Computing with Nanotechnology

  Finocchio, G., Bandyopadhyay, S., Lin, P., Pan, G., Tomasello, R., Panagopoulos, C., Carpentieri, M., Puliafito, V., Åkerman, J., Takesue, H., Trivedi, A. R., Mukhopadhyay, S., Roy, K., Sangwan, V. K., Hersam, M. C., Giordano, A., Yang, H., Grollier, J., Camsari, K. & Mcmahon, P. & 29 anderen, Datta, S., Incorvia, J. A., Friedman, J., Cotofana, S., Ciubotaru, F., Chumak, A., Naeemi, A. J., Kaushik, B. K., Zhu, Y., Wang, K., Koiller, B., Aguilar, G., Temporão, G., Makasheva, K., Todri-Sanial, A., Hasler, J., Levy, W., Roychowdhury, V., Ganguly, S., Ghosh, A., Rodriquez, D., Sunada, S., Evershor-Sitte, K., Lal, A., Jadhav, S., Di Ventra, M., Pershin, Y., Tatsumura, K. & Goto, H., 17 jan. 2023, In: arXiv. 2023, 88 blz., 2301.06727.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic

  Open Access

  Bestand

  • Moore's Law 100%
  • Unconventional Computing 100%
  • Nanocrystalline Material 100%
  • Neuromorphic Computing 100%
  • Artificial Intelligence 50%
  186 Downloads (Pure)

• SIFT-ONN: SIFT Feature Detection Algorithm Employing ONNs for Edge Detection

  Abernot, M., Gauthier, S., Gonos, T. & Todri-Sanial, A., 12 apr. 2023, Proceedings of the 2023 Annual Neuro-Inspired Computational Elements Conference, NICE 2023. New York: Association for Computing Machinery, Inc, blz. 100-107 8 blz.

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  Open Access

  Bestand

  • Features Detection 100%
  • Edge Detection 100%
  • Scale-Invariant Feature Transform 100%
  • Neural Network 100%
  • Detection Algorithm 100%
  1 Citaat (Scopus)

  58 Downloads (Pure)

• Simulation and implementation of two-layer oscillatory neural networks for image edge detection: bidirectional and feedforward architectures

  Abernot, M. & Todri-Sanial, A. (Corresponding author), 6 feb. 2023, In: Neuromorphic Computing and Engineering. 3, 1, 19 blz., 014006.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Oscillatory 100%
  • Image Edge 100%
  • Feedforward 100%
  • Edge Detection 100%
  • Neural Network 100%
  8 Citaten (Scopus)

  93 Downloads (Pure)

• Supported Pt Nanoclusters on Single-Layer MoS₂ for the Detection of Cortisol: From Atomistic Scale to Device Modeling

  Boschetto, G. (Corresponding author), Carapezzi, S. & Todri-Sanial, A. (Corresponding author), 27 jun. 2023, In: ACS Applied Electronic Materials. 5, 6, blz. 2977-2987 11 blz.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Nanoclusters 100%
  • Molybdenum Disulfide 100%
  • Device Modeling 100%
  • Cortisol 100%
  • Effect Transistor 100%
  2 Citaten (Scopus)

  49 Downloads (Pure)

• Training energy-based single-layer Hopfield and oscillatory networks with unsupervised and supervised algorithms for image classification

  Abernot, M. & Todri-Sanial, A. (Corresponding author), sep. 2023, In: Neural Computing and Applications. 35, 25, blz. 18505-18518 14 blz.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Image Classification 100%
  • Neural Network 100%
  • Hopfield Neural Networks 90%
  • Associative Memory 36%
  • Unsupervised Learning 18%
  2 Citaten (Scopus)

  52 Downloads (Pure)
• 2022

  Algorithmic Radar, a Novel Low-Power Architecture for High-Accuracy PMCW Radar

  van Puijenbroek, C., Booij, T. B. N., Vidojkovic, V., Fager, C., Maaskant, R. & Baltus, P. G. M., 25 okt. 2022, 2022 19th European Radar Conference (EuRAD). Institute of Electrical and Electronics Engineers, blz. 297-300 5 blz. 9924812

  Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

  • Electric Power Utilization 100%
  • Measurement Time 100%
  • Reducing Power 100%
  • Compressed Sensing 100%
  • Radar Target 100%
  3 Citaten (Scopus)

  9 Downloads (Pure)

• Capillary-force-driven self-assembly of carbon nanotubes: from ab initio calculations to modeling of self-assembly

  Carapezzi, S. (Corresponding author), Boschetto, G. & Todri-Sanial, A. (Corresponding author), 7 okt. 2022, In: Nanoscale Advances. 4, 19, blz. 4131-4137 7 blz.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Ab Initio Calculation 100%
  • Carbon Nanotubes 100%
  • Self Assembly 100%
  • Capillary Force 100%
  • Density 60%
  5 Citaten (Scopus)

  33 Downloads (Pure)

• Réseaux de neurones oscillants pour des calculs économes en énergie

  Abernot, M. (Corresponding author), Boschetto, G., Carapezzi, S., Delacour, C., Gil, T. & Todri-Sanial, A., 1 nov. 2022, In: Techniques de l'Ingenieur. TIP402WEB, h5040

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

• Role of ambient temperature in modulation of behavior of vanadium dioxide volatile memristors and oscillators for neuromorphic applications

  Carapezzi, S. (Corresponding author), Delacour, C., Plews, A., Nejim, A., Karg, S. & Todri-Sanial, A. (Corresponding author), dec. 2022, In: Scientific Reports. 12, 1, 9 blz., 19377.

  Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

  Open Access

  Bestand

  • Oscillatory 100%
  • Vanadium 100%
  • Negative Differential Resistance 66%
  • Electronic Circuit 50%
  • Electrical Resistivity 50%
  7 Citaten (Scopus)

  121 Downloads (Pure)

• Solving the Travelling Salesman Problem in Continuous Phase Domain with Neuromorphic Oscillatory Neural Networks

  Delacour, C. & Todri-Sanial, A., 1 sep. 2022

  Onderzoeksoutput: Andere bijdrage › Overige bijdrage › Academic

  Open Access

• TCAD Electrothermal Simulations of Beyond-CMOS VO2 temperature-sensing neuron devices

  Carapezzi, S. & Todri-Sanial, A., 1 nov. 2022

  Onderzoeksoutput: Andere bijdrage › Overige bijdrage › Academic

  Open Access