Juan Sebastian Piedrahita Giraldo

14 papers C 2Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
TinyVers: A Tiny Versatile System-on-Chip With State-Retentive eMRAM for ML Inference at the Extreme Edge.
IEEE J. Solid State Circuits
Vikram Jain, Juan Sebastian Piedrahita Giraldo, Jaro De Roose, Linyan Mei, Bert Boons, Marian Verhelst
2023 J jnl
TinyVers: A Tiny Versatile System-on-chip with State-Retentive eMRAM for ML Inference at the Extreme Edge.
CoRR
Vikram Jain, Juan Sebastian Piedrahita Giraldo, Jaro De Roose, Linyan Mei, Bert Boons, Marian Verhelst
2022 — conf
DIANA: An End-to-End Energy-Efficient Digital and ANAlog Hybrid Neural Network SoC.
ISSCC
Kodai Ueyoshi, Ioannis A. Papistas, Pouya Houshmand, Giuseppe Maria Sarda, Vikram Jain, Man Shi, Qilin Zheng, Juan Sebastian Piedrahita Giraldo, Peter Vrancx, Jonas Doevenspeck, Debjyoti Bhattacharjee, Stefan Cosemans, Arindam Mallik, Peter Debacker, Diederik Verkest, Marian Verhelst
2022 — conf
TinyVers: A 0.8-17 TOPS/W, 1.7 μW-20 mW, Tiny Versatile System-on-chip with State-Retentive eMRAM for Machine Learning Inference at the Extreme Edge.
VLSI Technology and Circuits
Vikram Jain, Juan Sebastian Piedrahita Giraldo, Jaro De Roose, Bert Boons, Linyan Mei, Marian Verhelst
2021 J jnl
Efficient Execution of Temporal Convolutional Networks for Embedded Keyword Spotting.
IEEE Trans. Very Large Scale Integr. Syst.
Juan Sebastian Piedrahita Giraldo, Vikram Jain, Marian Verhelst
2021 J jnl
Hardware Acceleration for Embedded Keyword Spotting: Tutorial and Survey.
ACM Trans. Embed. Comput. Syst.
Juan Sebastian Piedrahita Giraldo, Marian Verhelst
2021 J jnl
ZigZag: Enlarging Joint Architecture-Mapping Design Space Exploration for DNN Accelerators.
IEEE Trans. Computers
Linyan Mei, Pouya Houshmand, Vikram Jain, Juan Sebastian Piedrahita Giraldo, Marian Verhelst
2020 J jnl
Vocell: A 65-nm Speech-Triggered Wake-Up SoC for 10- $\mu$ W Keyword Spotting and Speaker Verification.
IEEE J. Solid State Circuits
Juan Sebastian Piedrahita Giraldo, Steven Lauwereins, Komail M. H. Badami, Marian Verhelst
2020 J jnl
ZigZag: A Memory-Centric Rapid DNN Accelerator Design Space Exploration Framework.
CoRR
Linyan Mei, Pouya Houshmand, Vikram Jain, Juan Sebastian Piedrahita Giraldo, Marian Verhelst
2019 — conf
18μW SoC for near-microphone Keyword Spotting and Speaker Verification.
VLSI Circuits
Juan Sebastian Piedrahita Giraldo, Steven Lauwereins, Komail M. H. Badami, Hugo Van hamme, Marian Verhelst
2019 C conf
Efficient Keyword Spotting through Hardware-Aware Conditional Execution of Deep Neural Networks.
AICCSA
Juan Sebastian Piedrahita Giraldo, Chris O'Connor, Marian Verhelst
2018 — conf
Laika: A 5uW Programmable LSTM Accelerator for Always-on Keyword Spotting in 65nm CMOS.
ESSCIRC
Juan Sebastian Piedrahita Giraldo, Marian Verhelst
2016 — conf
Leveraging Compiler Support on VLIW Processors for Efficient Power Gating.
ISVLSI
Juan Sebastian Piedrahita Giraldo, Luigi Carro, Stephan Wong, Antonio C. S. Beck
2015 C conf
Evaluation of energy savings on a VLIW processor through dynamic issue-width adaptation.
RSP
Juan Sebastian Piedrahita Giraldo, Anderson Luiz Sartor, Luigi Carro, Stephan Wong, Antonio Carlos Schneider Beck