NanoComputing Research Lab

Research output

Content available in repository 2022 2023 2024

• 13 Article
• 7 Conference contribution
• 3 Paper
• 2 Poster
• 6 More
  • 2 Other contribution
  • 2 Preprint
  • 1 Chapter
  • 1 Working paper

Content available in repository

Content available in repository

Search results

• 2024

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

  Sabo, F. & Todri-Sanial, A., 2024, (Accepted/In press).

  Research output: Contribution to conference › Paper › Academic

  File

  • Benchmarking 100%
  • Neural Network 100%
  • Combinatorial Optimization Problem 50%
  102 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 p. 10546829

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

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

• Computing with nonlinear dynamical systems

  Sabo, F., Sbravati, F., Haverkort, B. F. & Todri-Sanial, A., 2024.

  Research output: Contribution to conference › Poster

  File

  • Neural Network 100%
  • Behavior (Neuroscience) 40%
  • Information Retrieval 20%
  7 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 p.

  Research output: Working paper › Preprint › Academic

  Open Access

  File

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

• DATE 2024: Consolidating the New Conference Format

  Pimentel, A. D. (Corresponding author), Bertacco, V., Todri-Sanial, A. & Theocharides, T., Oct 2024, In: IEEE Design & Test . 41, 5, p. 87-94 8 p., 10654624.

  Research output: Contribution to journal › Article › Academic › peer-review

• Implementation of FitzHugh-Nagumo Neurons using Nanoscale VO2 Devices

  Maher, O., Horst, F., Sabo, F., Du, F., Bragaglia, V., Karg, S. F., Sousa, M., Todri-Sanial, A. & Offrein, B. J., 2024.

  Research output: Contribution to conference › Paper › Academic

  File

  • Computational Task 100%
  • Firing Pattern 100%
  • Pattern Recognition 100%
  • Nanoscale 100%
  • Oscillator 100%
  31 Downloads (Pure)

• Multimodal Processing at the Edge

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

  Research output: Contribution to conference › Poster

  File
  31 Downloads (Pure)

• Multi-qubit Dynamical Decoupling for Enhanced Crosstalk Suppression

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

  Research output: Working paper › Preprint › Academic

  Open Access

  File

  • Quantum Dot 100%
  • Drive 100%
  • Coherence 12%
  • Open Quantum Systems 12%
  30 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, p. 24666-24675 10 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • 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 p.

  Research output: Working paper › Academic

  Open Access

  File

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

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

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Artificial Intelligence 100%
  • Physical Design 100%
  • Application Design 100%
  • Design Challenge 100%
  • Neural Network 100%
  5 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, p. 1-6 6 p. 10244501

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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. (ed.). Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 10181601

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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 p., 925.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Benchmarking 100%
  • Parallelism 100%
  • Quantum Operation 100%
  • Quantum Computing 100%
  • Quantum Circuit 100%
  11 Citations (Scopus)

  69 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, p. 1-8 8 p. 10244360

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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), Sept 2023, In: Neuromorphic Computing and Engineering. 3, 3, 17 p., 34010.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

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

  37 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. (eds.). Springer, p. 19-54 36 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › 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, p. 901-913 13 p., 10302292.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Combinatorial Optimization Problem 100%
  • Optimization Problem 100%
  • Dynamical System 100%
  • Information Processing 100%
  • Optimum Solution 100%
  4 Citations (Scopus)

  30 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 p., 1196796.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

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

• Oscillatory Neural Networks Applications for Edge Computing

  Abernot, M., Gonos, T. & Todri-Sanial, A., 17 Jan 2023, (Unpublished).

  Research output: Contribution to conference › 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 others, 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 p., 2301.06727.

  Research output: Contribution to journal › Article › Academic

  Open Access

  File

  • Moore's Law 100%
  • Unconventional Computing 100%
  • Nanocrystalline Material 100%
  • Neuromorphic Computing 100%
  • Artificial Intelligence 50%
  205 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, p. 100-107 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Features Detection 100%
  • Edge Detection 100%
  • Scale-Invariant Feature Transform 100%
  • Neural Network 100%
  • Detection Algorithm 100%
  1 Citation (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 p., 014006.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Oscillatory 100%
  • Image Edge 100%
  • Feedforward 100%
  • Edge Detection 100%
  • Neural Network 100%
  9 Citations (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, p. 2977-2987 11 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Nanoclusters 100%
  • Molybdenum Disulfide 100%
  • Device Modeling 100%
  • Cortisol 100%
  • Effect Transistor 100%
  4 Citations (Scopus)

  53 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), Sept 2023, In: Neural Computing and Applications. 35, 25, p. 18505-18518 14 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Image Classification 100%
  • Neural Network 100%
  • Hopfield Neural Networks 90%
  • Associative Memory 36%
  • Unsupervised Learning 18%
  2 Citations (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 Oct 2022, 2022 19th European Radar Conference (EuRAD). Institute of Electrical and Electronics Engineers, p. 297-300 5 p. 9924812

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Electric Power Utilization 100%
  • Measurement Time 100%
  • Reducing Power 100%
  • Compressed Sensing 100%
  • Radar Target 100%
  3 Citations (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 Oct 2022, In: Nanoscale Advances. 4, 19, p. 4131-4137 7 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

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

  35 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

  Research output: Contribution to journal › Article › 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 p., 19377.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

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

  139 Downloads (Pure)

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

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

  Research output: Other contribution › Academic

  Open Access

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

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

  Research output: Other contribution › Academic

  Open Access