Aida Todri-Sanial

2024

A CMOS-compatible oscillation-based VO₂ Ising machine solver

Maher, O. (Corresponding author), Jiménez, M., Delacour, C., Harnack, N., Núñez, J., Avedillo, M. J., Linares-Barranco, B., Todri-Sanial, A., Indiveri, G. & Karg, S. (Corresponding author), Dec 2024, In: Nature Communications. 15, 1, 11 p., 3334.

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

Open Access

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9 Citations (Scopus)

50 Downloads (Pure)

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

Sabo, F. & Todri-Sanial, A., 2024.

Research output: Contribution to conference › Paper › Academic

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159 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

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339 Downloads (Pure)

Computing with nonlinear dynamical systems

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

Research output: Contribution to conference › Poster

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28 Downloads (Pure)

Computing with oscillators from theoretical underpinnings to applications and demonstrators

Todri-Sanial, A. (Corresponding author), Delacour, C., Abernot, M. & Sabo, F., 4 Dec 2024, In: npj Unconventional Computing. 1, 1, 16 p., 14.

Research output: Contribution to journal › Review article › peer-review

Open Access

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6 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

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27 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

Energy-Performance Assessment of Oscillatory Neural Networks Based on VO2 Devices for Future Edge AI Computing

Delacour, C. (Corresponding author), Carapezzi, S., Abernot, M. & Todri-Sanial, A., Jul 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 7, p. 10045-10058 14 p., 10026654.

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

12 Citations (Scopus)

Implementation of FitzHugh-Nagumo Neurons using Nanoscale VO₂Devices

Maher, O., Horst, F., Sabo, F., Fancheng, D., Bragaglia, V., Karg, S., Sousa, M., Todri-Sanial, A. & Offrein, B. J., 23 Oct 2024, 2024 IEEE European Solid-State Electronics Research Conference, ESSERC 2024. Institute of Electrical and Electronics Engineers, p. 729-732 4 p. 10719575

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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

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74 Downloads (Pure)

Multimodal Processing at the Edge

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

Research output: Contribution to conference › Poster

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39 Downloads (Pure)

Multi qubit dynamical decoupling for enhanced crosstalk suppression

Niu, S., Todri-Sanial, A. & Bronn, N. T. (Corresponding author), Oct 2024, In: Quantum Science and Technology. 9, 4, 12 p., 045003.

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

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

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45 Downloads (Pure)

Roadmap for unconventional computing with nanotechnology

Finocchio, G. (Corresponding author), Incorvia, J. A. C., Friedman, J. S., Yang, Q., Giordano, A., Grollier, J., Yang, H., Ciubotaru, F., Chumak, A. V., Naeemi, A. J., Cotofana, S. D., Tomasello, R., Panagopoulos, C., Carpentieri, M., Lin, P., Pan, G., Yang, J. J., Todri-Sanial, A., Boschetto, G. & Makasheva, K. & 31 others, Sangwan, V. K., Trivedi, A. R., Hersam, M. C., Camsari, K. Y., McMahon, P. L., Datta, S., Koiller, B., Aguilar, G. H., Temporão, G. P., Rodrigues, D. R. (Corresponding author), Sunada, S., Everschor-Sitte, K., Tatsumura, K., Goto, H., Puliafito, V., Åkerman, J., Takesue, H., Di Ventra, M., Pershin, Y. V., Mukhopadhyay, S., Roy, K., Wang, I. T., Kang, W., Zhu, Y., Kaushik, B. K., Hasler, J., Ganguly, S., Ghosh, A. W., Levy, W., Roychowdhury, V. & Bandyopadhyay, S. (Corresponding author), 1 Mar 2024, In: Nano Futures. 8, 1, 59 p., 012001.

Research output: Contribution to journal › Review article › peer-review

Open Access

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11 Citations (Scopus)

76 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

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1 Citation (Scopus)

22 Downloads (Pure)

A mixed-signal oscillatory neural network for scalable analog computations in phase domain

Delacour, C. (Corresponding author), Carapezzi, S., Boschetto, G., Abernot, M., Gil, T., Azemard, N. & Todri-Sanial, A., 1 Sept 2023, In: Neuromorphic Computing and Engineering. 3, 3, 30 p., 034004.

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

Open Access

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6 Citations (Scopus)

19 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

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160 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

7 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

2 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

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13 Citations (Scopus)

73 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

1 Citation (Scopus)

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

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1 Citation (Scopus)

39 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

Non-volatile resistive switching mechanism in single-layer MoS2 memristors: insights from ab initio modelling of Au and MoS2 interfaces

Boschetto, G. (Corresponding author), Carapezzi, S. & Todri-Sanial, A. (Corresponding author), 21 Aug 2023, In: Nanoscale Advances. 5, 16, p. 4203-4212 10 p.

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

Open Access

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6 Citations (Scopus)

106 Downloads (Pure)

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

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4 Citations (Scopus)

24 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

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157 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

247 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

1 Citation (Scopus)

52 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

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10 Citations (Scopus)

92 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

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4 Citations (Scopus)

54 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

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2 Citations (Scopus)

51 Downloads (Pure)

Two-Layered Oscillatory Neural Networks with Analog Feedforward Majority Gate for Image Edge Detection Application

Abernot, M., Delacour, C., Suna, A., Gregg, J. M., Karg, S. F. & Todri-Sanial, A., 21 Jul 2023, 2023 IEEE International Symposium on Circuits and Systems (ISCAS). Institute of Electrical and Electronics Engineers, p. 1-5 5 p. 10181366

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

1 Citation (Scopus)

2022

Ab Initio Computer Simulations on Interfacial Properties of Single-Layer MoS₂and Au Contacts for Two-Dimensional Nanodevices

Boschetto, G., Carapezzi, S., Delacour, C., Abernot, M., Gil, T. & Todri-Sanial, A. (Corresponding author), 26 Aug 2022, In: ACS Applied Nano Materials. 5, 8, p. 10192-10202 11 p.

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

4 Citations (Scopus)

Analyzing Strategies for Dynamical Decoupling Insertion on IBM Quantum Computer

Niu, S. & Todri-Sanial, A., 1 Apr 2022, In: arXiv. 2022, 6 p., 220414251.

Research output: Contribution to journal › Article › Academic

Open Access

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64 Downloads (Pure)

Assessing doping strategies for monolayer MoS₂ towards non-enzymatic detection of cortisol: a first-principles study

Boschetto, G. & Todri-Sanial, A. (Corresponding author), 14 Jan 2022, In: Physical Chemistry Chemical Physics. 24, 2, p. 1048-1058 11 p.

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

2 Citations (Scopus)

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

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5 Citations (Scopus)

28 Downloads (Pure)

Carbon Nanotube SRAM in 5-nm Technology Node Design, Optimization, and Performance Evaluation - Part I: CNFET Transistor Optimization

Chen, R. (Corresponding author), Chen, L., Liang, J., Cheng, Y., Elloumi, S., Lee, J., Xu, K., Georgiev, V. P., Ni, K., Debacker, P., Asenov, A. & Todri-Sanial, A., 1 Apr 2022, In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 30, 4, p. 432-439 8 p.

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

18 Citations (Scopus)

Carbon Nanotube SRAM in 5-nm Technology Node Design, Optimization, and Performance Evaluation - Part II: CNT Interconnect Optimization

Chen, R. (Corresponding author), Chen, L., Liang, J., Cheng, Y., Elloumi, S., Lee, J., Xu, K., Georgiev, V. P., Ni, K., Debacker, P., Asenov, A. & Todri-Sanial, A., 1 Apr 2022, In: IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 30, 4, p. 440-448 9 p.

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

5 Citations (Scopus)

Effects of Dynamical Decoupling and Pulse-level Optimizations on IBM Quantum Computers

Niu, S. & Todri-Sanial, A., 1 Apr 2022, In: arXiv. 2022, 14 p., 2204-01471.

Research output: Contribution to journal › Article › Academic

Open Access

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133 Downloads (Pure)

Electro-thermal simulations of beyond-CMOS vanadium dioxide devices and oscillators

Carapezzi, S. (Corresponding author), Boschetto, G., Karg, S. & Todri-Sanial, A. (Corresponding author), Aug 2022, In: MRS Communications. 12, 4, p. 427-433 7 p.

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

2 Citations (Scopus)

Enabling multi-programming mechanism for quantum computing in the NISQ era

Niu, S. & Todri-Sanial, A., Mar 2022, In: CoRR. 2102.05321.

Research output: Contribution to journal › Article › Academic

Open Access

How Frequency Injection Locking Can Train Oscillatory Neural Networks to Compute in Phase

Todri-Sanial, A. (Corresponding author), Carapezzi, S., Delacour, C., Abernot, M., Gil, T., Corti, E., Karg, S. F., Nüñez, J., Jiménèz, M., Avedillo, M. J. & Linares-Barranco, B., 1 May 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 5, p. 1996-2009 14 p.

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

30 Citations (Scopus)

How Parallel Circuit Execution Can Be Useful for NISQ Computing?

Niu, S. & Todri-Sanial, A., 2022, DATE '22: Proceedings of the 2022 Conference & Exhibition on Design, Automation & Test in Europe. Bolchini, C., Verbauwhede, I. & Vatajelu, I. (eds.). Association for Computing Machinery, Inc, p. 1065-1070 6 p.

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

8 Citations (Scopus)

Introduction to the Special Issue on Monolithic 3D: Technology, Design and Computing Systems Applications Perspectives

Thuries, S. (Corresponding author) & Todri-Sanial, A. (Corresponding author), Jan 2022, In: ACM Journal on Emerging Technologies in Computing Systems. 18, 1, 3 p., 19.

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

Method for recognizing a pattern in an image and associated devices

Todri-Sanial, A. (Inventor), 4 Aug 2022, IPC No. G06V 10/ 94 A I, Patent No. WO2022162222, Priority date 1 Feb 2021, Priority No. EP20210305133

Research output: Patent › Patent publication

Open Access

Multi-programming Cross Platform Benchmarking for Quantum Computing Hardware

Niu, S. & Todri-Sanial, A., 1 Jun 2022, In: arXiv. 2022, 3 p., 2206.03144.

Research output: Contribution to journal › Article › Academic

Open Access

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30 Downloads (Pure)

On-Chip Learning with a 15-neuron Digital Oscillatory Neural Network Implemented on ZYNQ Processor

Abernot, M., Gil, T. & Todri-Sanial, A., 7 Sept 2022, ICONS 2022 - Proceedings of International Conference on Neuromorphic Systems 2022. Association for Computing Machinery, Inc, p. 29:1-29:4 4 p. 29. (ACM International Conference Proceeding Series).

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

3 Citations (Scopus)

Oscillatory Neural Network as Hetero-Associative Memory for Image Edge Detection

Abernot, M., Gil, T. & Todri-Sanial, A., 28 Mar 2022, Proceedings of the 2022 Annual Neuro-Inspired Computational Elements Conference, NICE 2022. Association for Computing Machinery, Inc, p. 13-21 9 p. (ACM International Conference Proceeding Series).

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

6 Citations (Scopus)

Oscillatory Neural Network for Edge Computing: A Mobile Robot Obstacle Avoidance Application

Abernot, M., Amara, H., Gil, T. & Todri-Sanial, A., 5 Dec 2022, 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). Institute of Electrical and Electronics Engineers, p. 181-186 6 p. 9967581

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

Aida Todri-Sanial

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