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Geancarlo Abich, Ph.D.
Geancarlo Abich, Ph.D.
Researcher at INESC-ID
Verified email at inesc-id.pt - Homepage
Title
Cited by
Cited by
Year
Applying Lightweight Soft Error Mitigation Techniques to Embedded Mixed Precision Deep Neural Networks
G Abich, J Gava, R Garibotti, R Reis, L Ost
IEEE Transactions on Circuits and Systems I: Regular Papers, 2021
282021
Soft error reliability assessment of neural networks on resource-constrained IoT devices
G Abich, J Gava, R Reis, L Ost
2020 27th IEEE International Conference on Electronics, Circuits and Systems†…, 2020
172020
The Impact of Soft Errors in Memory Units of Edge Devices Executing Convolutional Neural Networks
G Abich, R Garibotti, R Reis, L Ost
IEEE Transactions on Circuits and Systems II: Express Briefs 69 (3), 679-683, 2022
152022
Evaluation of the soft error assessment consistency of a JIT‐based virtual platform simulator
G Abich, R Garibotti, V Bandeira, F da Rosa, J Gava, F Bortolon, ...
IET Computers & Digital Techniques 15 (2), 125-142, 2021
142021
Extending FreeRTOS to support dynamic and distributed mapping in multiprocessor systems.
G Abich, MG Mandelli, FR da Rosa, F Moraes, L Ost, R Reis
IEEE International Conference on Electronics, Circuits and Systems (ICECS†…, 2016
122016
Impact of Thread Parallelism on the Soft Error Reliability of Convolution Neural Networks
G Abich, R Garibotti, J Gava, R Reis, L Ost
2022 IEEE 13th Latin America Symposium on Circuits and System (LASCAS) 1 (1†…, 2022
82022
Publish-subscribe programming for a NoC-based multiprocessor system-on-chip
JC Hamerski, G Abich, R Reis, L Ost, A Amory
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 2017
82017
A lightweight mitigation technique for resource-constrained devices executing dnn inference models under neutron radiation
J Gava, A Hanneman, G Abich, R Garibotti, S Cuenca-Asensi, RP Bastos, ...
IEEE Transactions on Nuclear Science, 2023
72023
The Impact of Precision Bitwidth on the Soft Error Reliability of the MobileNet Network
G Abich, R Reis, L Ost
2021 IEEE 12th Latin America Symposium on Circuits and System (LASCAS), 1-4, 2022
72022
Exploring the impact of soft errors on NoC-based multiprocessor systems
FT Bortolon, G Abich, S Bampi, R Reis, F Moraes, L Ost
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
52018
A Lightweight Mitigation Technique for Resource-constrained Devices under Neutron Radiation
J Gava, G Abich, R Garibotti, S Cuenca-Asensi, RP Bastos, R Reis, L Ost
Conference on Radiation Effects on Components and Systems (RADECS 2022), 2022
22022
A design patterns-based middleware for multiprocessor systems-on-chip
JC Hamerski, G Abich, R Reis, L Ost, A Amory
2018 31st Symposium on Integrated Circuits and Systems Design (SBCCI), 1-6, 2018
22018
Power and Performance Costs of Radiation-hardened ML Inference Models Running on Edge Devices
G Abich, AI Silva, J Gava, AA Susin, R Reis, L Ost
2023 36th Symposium on Integrated Circuits and Systems Design (SBCCI), 1-6, 2023
2023
Power, Performance and Reliability Evaluation of Multi-thread Machine Learning Inference Models Executing in Multicore Edge Devices
G Abich, AI Silva, JE Thums, R Silva, AA Susin, R Reis, L Ost
IEEE Computer Society Annual Symposium on VLSI 2023 (ISVLSI), 1-6, 2023
2023
Soft Error Assessment Methodology
G Abich, L Ost, R Reis
Early Soft Error Reliability Assessment of Convolutional Neural Networks†…, 2023
2023
Background in ML Models and Radiation Effects
G Abich, L Ost, R Reis
Early Soft Error Reliability Assessment of Convolutional Neural Networks†…, 2023
2023
Soft Error Reliability Assessment of ML Inference Models Executing on Resource-Constrained IoT Edge Devices
G Abich, L Ost, R Reis
Early Soft Error Reliability Assessment of Convolutional Neural Networks†…, 2023
2023
Early Soft Error Consistency Assessment
G Abich, L Ost, R Reis
Early Soft Error Reliability Assessment of Convolutional Neural Networks†…, 2023
2023
Early soft error reliability assessment of convolutional neural networks executing on resource-constrained IoT edge devices
G Abich, L Ost, R Reis
Springer Nature, 2023
2023
2022 Index IEEE Transactions on Circuits and Systems II: Express Briefs Vol. 69
Z Abbas, J Abdekhoda, S Abdelfattah, D Abdelrahman, B Abdollahi, ...
IEEE Transactions on Circuits and Systems II: Express Briefs 69 (12), 2022
2022
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