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Rachmad V. W. Putra
Rachmad V. W. Putra
Research Team Leader @ eBRAIN Lab, New York University (NYU) Abu Dhabi & Technische Universität Wien
Verifierad e-postadress på nyu.edu - Startsida
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Robust machine learning systems: Reliability and security for deep neural networks
MA Hanif, F Khalid, RVW Putra, S Rehman, M Shafique
2018 IEEE 24th international symposium on on-line testing and robust system …, 2018
912018
FSpiNN: An Optimization Framework for Memory-Efficient and Energy-Efficient Spiking Neural Networks
RVW Putra, M Shafique
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
572020
Q-spinn: A framework for quantizing spiking neural networks
RVW Putra, M Shafique
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
522021
Analog Filters Design in VLC Analog Front-End Receiver for Reducing Indoor Ambient Light Noise
T Adiono, A Pradana, RVW Putra, S Fuada
Circuits and Systems (APCCAS), 2016 13th IEEE Asia Pacific Conference on, 1-4, 2016
482016
Towards energy-efficient and secure edge AI: A cross-layer framework ICCAD special session paper
M Shafique, A Marchisio, RVW Putra, MA Hanif
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
452021
Respawn: Energy-efficient fault-tolerance for spiking neural networks considering unreliable memories
RVW Putra, MA Hanif, M Shafique
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
382021
APNAS: Accuracy-and-performance-aware neural architecture search for neural hardware accelerators
P Achararit, MA Hanif, RVW Putra, M Shafique, Y Hara-Azumi
Ieee Access 8, 165319-165334, 2020
382020
SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments
RVW Putra, M Shafique
2021 58th ACM/IEEE Design Automation Conference (DAC), 1057-1062, 2021
352021
ROMANet: Fine-grained reuse-driven off-chip memory access management and data organization for deep neural network accelerators
RVW Putra, MA Hanif, M Shafique
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 29 (4), 702-715, 2021
352021
SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors
RVW Putra, MA Hanif, M Shafique
2022 59th ACM/IEEE Design Automation Conference, 151–156, 2022
342022
DRMap: A generic DRAM data mapping policy for energy-efficient processing of convolutional neural networks
RVW Putra, MA Hanif, M Shafique
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
342020
A novel fixed-point square root algorithm and its digital hardware design
RVW Putra
International Conference on ICT for Smart Society, 1-4, 2013
332013
SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference using Approximate DRAM
RVW Putra, MA Hanif, M Shafique
2021 58th ACM/IEEE Design Automation Conference (DAC), 379-384, 2021
292021
Live demonstration: MINDS—Meshed and internet networked devices system for smart home: Track selection: Embedded systems
T Adiono, MY Fathany, RVW Putra, K Afifah, MH Santriaji, BL Lawu, ...
2016 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 736-737, 2016
282016
Design of low power mobile application for smart home
K Afifah, S Fuada, RVW Putra, T Adiono, MY Fathany
2016 International Symposium on Electronics and Smart Devices (ISESD), 127-131, 2016
272016
MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks
M Abdullah Hanif, R Vidya Wicaksana Putra, M Tanvir, R Hafiz, ...
arXiv e-prints, arXiv: 1810.12910, 2018
26*2018
Visible light communication system for wearable patient monitoring device
T Adiono, RF Armansyah, SS Nolika, FD Ikram, RVW Putra, AH Salman
2016 IEEE Region 10 Conference (TENCON), 1969-1972, 2016
252016
Rapid Prototyping Methodology of Lightweight Electronic Drivers for Smart Home Appliances.
T Adiono, RVW Putra, MY Fathany, BL Lawu, K Afifah, MH Santriaji, ...
International Journal of Electrical & Computer Engineering (2088-8708) 6 (5), 2016
242016
Prototyping design of electronic end-devices for smart home applications
T Adiono, RVW Putra, MY Fathany, K Afifah, MH Santriaji, BL Lawu, ...
2016 IEEE Region 10 Symposium (TENSYMP), 261-265, 2016
202016
lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents
RVW Putra, M Shafique
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
192022
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