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ORCIDJuan Sebastian Piedrahita Giraldo
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2020 – today
- 2023
[j5]Vikram Jain
, Juan Sebastian Piedrahita Giraldo, Jaro De Roose, Linyan Mei, Bert Boons, Marian Verhelst:
TinyVers: A Tiny Versatile System-on-Chip With State-Retentive eMRAM for ML Inference at the Extreme Edge. IEEE J. Solid State Circuits 58(8): 2360-2371 (2023)- [i2]Vikram Jain, Juan Sebastian Piedrahita Giraldo, Jaro De Roose, Linyan Mei, Bert Boons, Marian Verhelst:
TinyVers: A Tiny Versatile System-on-chip with State-Retentive eMRAM for ML Inference at the Extreme Edge. CoRR abs/2301.03537 (2023) - 2022
- [c7]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:
DIANA: An End-to-End Energy-Efficient Digital and ANAlog Hybrid Neural Network SoC. ISSCC 2022: 1-3 - [c6]Vikram Jain, Juan Sebastian Piedrahita Giraldo, Jaro De Roose, Bert Boons, Linyan Mei, Marian Verhelst:
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 2022: 20-21 - 2021
- [j4]Linyan Mei, Pouya Houshmand, Vikram Jain, Juan Sebastian Piedrahita Giraldo, Marian Verhelst:
ZigZag: Enlarging Joint Architecture-Mapping Design Space Exploration for DNN Accelerators. IEEE Trans. Computers 70(8): 1160-1174 (2021) - [j3]Juan Sebastian Piedrahita Giraldo, Marian Verhelst:
Hardware Acceleration for Embedded Keyword Spotting: Tutorial and Survey. ACM Trans. Embed. Comput. Syst. 20(6): 111:1-111:25 (2021) - [j2]Juan Sebastian Piedrahita Giraldo, Vikram Jain, Marian Verhelst:
Efficient Execution of Temporal Convolutional Networks for Embedded Keyword Spotting. IEEE Trans. Very Large Scale Integr. Syst. 29(12): 2220-2228 (2021) - 2020
- [j1]Juan Sebastian Piedrahita Giraldo, Steven Lauwereins, Komail M. H. Badami, Marian Verhelst:
Vocell: A 65-nm Speech-Triggered Wake-Up SoC for 10- $\mu$ W Keyword Spotting and Speaker Verification. IEEE J. Solid State Circuits 55(4): 868-878 (2020) - [i1]Linyan Mei, Pouya Houshmand, Vikram Jain, Juan Sebastian Piedrahita Giraldo, Marian Verhelst:
ZigZag: A Memory-Centric Rapid DNN Accelerator Design Space Exploration Framework. CoRR abs/2007.11360 (2020)
2010 – 2019
- 2019
- [c5]Juan Sebastian Piedrahita Giraldo, Chris O'Connor, Marian Verhelst:
Efficient Keyword Spotting through Hardware-Aware Conditional Execution of Deep Neural Networks. AICCSA 2019: 1-8 - [c4]Juan Sebastian Piedrahita Giraldo, Steven Lauwereins, Komail M. H. Badami, Hugo Van hamme, Marian Verhelst:
18μW SoC for near-microphone Keyword Spotting and Speaker Verification. VLSI Circuits 2019: 52- - 2018
- [c3]Juan Sebastian Piedrahita Giraldo, Marian Verhelst:
Laika: A 5uW Programmable LSTM Accelerator for Always-on Keyword Spotting in 65nm CMOS. ESSCIRC 2018: 166-169 - 2016
- [c2]Juan Sebastian Piedrahita Giraldo, Luigi Carro, Stephan Wong, Antonio C. S. Beck:
Leveraging Compiler Support on VLIW Processors for Efficient Power Gating. ISVLSI 2016: 502-507 - 2015
- [c1]Juan Sebastian Piedrahita Giraldo, Anderson Luiz Sartor, Luigi Carro, Stephan Wong, Antonio Carlos Schneider Beck:
Evaluation of energy savings on a VLIW processor through dynamic issue-width adaptation. RSP 2015: 11-17
Coauthor Index
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