Nicolas Daniel Rodriguez

Search results

• 2024

  RISC-V based SoC Platform for Neural Network Acceleration

  Rodriguez, N. D., Gigena Ivanovich, D., Villemur, M. & Julian, P., 2024, 2024 Argentine Conference on Electronics (CAE). p. 142-147 6 p.

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

  • Reduced instruction set computing 100%
  • System-on-chip 81%
  • Particle accelerators 80%
  • Energy efficiency 63%
  • Neural networks 48%
• 2023

  Architecture Analysis for Symmetric Simplicial Deep Neural Networks on Chip

  Rodríguez, N., Villemur, M. & Julián, P., 24 Mar 2023, 2023 57th Annual Conference on Information Sciences and Systems (CISS). p. 1-6 6 p. 10089667

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

  • Network-on-chip 100%
  • Deep neural networks 86%
  • Computer hardware 51%
  • Image classification 31%
  • Data transfer 29%

• System on Chip Testbed for Deep Neuromorphic Neural Networks

  Rodriguez, N. D., Villemur, M., Klepatsch, D., Gigena Ivanovich, D. & Julian, P., 21 Jul 2023, 2023 IEEE International Symposium on Circuits and Systems (ISCAS).

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

  • System-on-chip 100%
  • Particle accelerators 99%
  • Testbeds 95%
  • Deep neural networks 95%
  • Interfaces (computer) 46%
• 2022

  Exploration of Deep Neural Networks with Symmetric Simplicial Layers for On-Satellite Earth Observation Processing

  Rodriguez, N., Ratschbacher, L., Xu, C. & Julian, P., Mar 2022, Argentine Conference on Electronics. p. 31-36

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

  • Deep neural networks 100%
  • Earth (planet) 86%
  • Satellites 79%
  • Artificial intelligence 30%
  • Bandwidth 21%
• 2021

  Deep Convolutional Network: an Event-based approach

  Ivanovich, D. G., Rodríguez, N., Pasciaroni, A. & Julián, P., 12 Mar 2021, 2021 Argentine Conference on Electronics - Congreso Argentino de Electronica 2021, CAE 2021. IEEE Computer Society, p. 50-54 5 p. 9397561. (2021 Argentine Conference on Electronics - Congreso Argentino de Electronica 2021, CAE 2021).

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

  • Traffic signs 100%
  • Neural networks 45%

• Simplicial Computation: A Methodology to Compute Vector-vector Multiplications with Reduced Complexity

  Julian, P., Villemur, M., Rodriguez, N. D. & Andreou, A. G., 2021, In: International Journal of Circuit Theory and Applications. p. 1-23

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

  Open Access

• Symmetric Simplicial Neural Networks

  Rodriguez, N., Julian, P. & Villemur, M., 24 Mar 2021, 2021 55th Annual Conference on Information Sciences and Systems, CISS 2021. IEEE Computer Society, p. 1-6 6 p. 9400270. (2021 55th Annual Conference on Information Sciences and Systems, CISS 2021).

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

  • Neural networks 100%
  • Image classification 43%
  • Convolutional neural networks 37%
  • Topology 27%