Juan Sebastian P. Giraldo

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 12

Top Topics

Design Space Exploration

Printed Documents

Speaker Verification

Hybrid Neural Network

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Vikram Jain, Juan Sebastian P. 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 (2023)
Kodai Ueyoshi, Ioannis A. Papistas, Pouya Houshmand, Giuseppe M. Sarda, Vikram Jain, Man Shi, Qilin Zheng, Juan Sebastian P. 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)
Vikram Jain, Juan Sebastian P. 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)
Linyan Mei, Pouya Houshmand, Vikram Jain, Juan Sebastian P. Giraldo, Marian Verhelst
ZigZag: Enlarging Joint Architecture-Mapping Design Space Exploration for DNN Accelerators. IEEE Trans. Computers 70 (8) (2021)
Juan Sebastian P. Giraldo, Marian Verhelst
Hardware Acceleration for Embedded Keyword Spotting: Tutorial and Survey. ACM Trans. Embed. Comput. Syst. 20 (6) (2021)
Juan Sebastian P. Giraldo, Vikram Jain, Marian Verhelst
Efficient Execution of Temporal Convolutional Networks for Embedded Keyword Spotting. IEEE Trans. Very Large Scale Integr. Syst. 29 (12) (2021)
Juan Sebastian P. 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) (2020)
Linyan Mei, Pouya Houshmand, Vikram Jain, Juan Sebastian P. Giraldo, Marian Verhelst
ZigZag: A Memory-Centric Rapid DNN Accelerator Design Space Exploration Framework. CoRR (2020)
Juan Sebastian P. Giraldo, Chris O'Connor, Marian Verhelst
Efficient Keyword Spotting through Hardware-Aware Conditional Execution of Deep Neural Networks. AICCSA (2019)
Juan Sebastian P. 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)
Juan Sebastian P. Giraldo, Marian Verhelst
Laika: A 5uW Programmable LSTM Accelerator for Always-on Keyword Spotting in 65nm CMOS. ESSCIRC (2018)
Juan Sebastian P. Giraldo, Luigi Carro, Stephan Wong, Antonio C. S. Beck
Leveraging Compiler Support on VLIW Processors for Efficient Power Gating. ISVLSI (2016)
Juan Sebastian P. 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)