Andre Guntoro

Orcid: 0000-0003-4144-0283

According to our database1, Andre Guntoro authored at least 52 papers between 2002 and 2024.

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Bibliography

2024
Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks?
CoRR, 2024

2023
Online Quantization Adaptation for Fault-Tolerant Neural Network Inference.
Proceedings of the Computer Safety, Reliability, and Security, 2023

Torwards Variability Immune Scalable FeFET-based Macros for IMC DNN Accelerators.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge Accelerators.
Proceedings of the 41st IEEE International Conference on Computer Design, 2023

Real-Time Acoustic Perception for Automotive Applications.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Exploiting Subword Permutations to Maximize CNN Compute Performance and Efficiency.
Proceedings of the 34th IEEE International Conference on Application-specific Systems, 2023

2022
FELIX: A Ferroelectric FET Based Low Power Mixed-Signal In-Memory Architecture for DNN Acceleration.
ACM Trans. Embed. Comput. Syst., November, 2022

Increasing Throughput of In-Memory DNN Accelerators by Flexible Layerwise DNN Approximation.
IEEE Micro, 2022

A Weighted Current Summation Based Mixed Signal DRAM-PIM Architecture for Deep Neural Network Inference.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

Efficient Hardware Approximation for Bit-Decomposition Based Deep Neural Network Accelerators.
Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

Fault-tolerant Radar Signal Processing using Selective Observation Windows and Peak Detection.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Exploiting Resiliency for Kernel-Wise CNN Approximation Enabled by Adaptive Hardware Design.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Knowledge Distillation and Gradient Estimation for Active Error Compensation in Approximate Neural Networks.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

A Novel DRAM-Based Process-in-Memory Architecture and its Implementation for CNNs.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Efficient Accuracy Recovery in Approximate Neural Networks by Systematic Error Modelling.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Adaptable Approximation Based on Bit Decomposition for Deep Neural Network Accelerators.
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020
Automated design of error-resilient and hardware-efficient deep neural networks.
Neural Comput. Appl., 2020

Improving approximate neural networks for perception tasks through specialized optimization.
Future Gener. Comput. Syst., 2020

A Ferroelectric FET Based In-memory Architecture for Multi-Precision Neural Networks.
Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

Full Approximation of Deep Neural Networks through Efficient Optimization.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks.
Proceedings of the 28th European Signal Processing Conference, 2020

ProxSim: GPU-based Simulation Framework for Cross-Layer Approximate DNN Optimization.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Next Generation Arithmetic for Edge Computing.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Efficient FeFET Crossbar Accelerator for Binary Neural Networks.
Proceedings of the 31st IEEE International Conference on Application-specific Systems, 2020

2019
An End-to-End HW/SW Co-Design Methodology to Design Efficient Deep Neural Network Systems using Virtual Models.
Proceedings of the INTESA 2019 Proceedings, 2019

Efficient Acceleration of CNNs for Semantic Segmentation on FPGAs.
Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

Bit-Shift-Based Accelerator for CNNs with Selectable Accuracy and Throughput.
Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019

Self-Supervised Quantization of Pre-Trained Neural Networks for Multiplierless Acceleration.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Guaranteed Compression Rate for Activations in CNNs using a Frequency Pruning Approach.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

An Efficient Bit-Flip Resilience Optimization Method for Deep Neural Networks.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018
Efficient On-Line Error Detection and Mitigation for Deep Neural Network Accelerators.
Proceedings of the Computer Safety, Reliability, and Security, 2018

Efficient hardware acceleration of CNNs using logarithmic data representation with arbitrary log-base.
Proceedings of the International Conference on Computer-Aided Design, 2018

Accurate neuron resilience prediction for a flexible reliability management in neural network accelerators.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017
Efficient hardware acceleration for approximate inference of bitwise deep neural networks.
Proceedings of the 2017 Conference on Design and Architectures for Signal and Image Processing, 2017

2016
Efficient Stochastic Inference of Bitwise Deep Neural Networks.
CoRR, 2016

2009
Algorithm, Application Mapping, Design and Realization of the Time-Frequency Representation with Flexible Kernels based on their Lifting Scheme
PhD thesis, 2009

A flexible floating-point wavelet transform and wavelet packet processor.
Proceedings of the Design, Automation and Test in Europe, 2009

2008
A Lifting-Based Discrete Wavelet Transform and Discrete Wavelet Packet Processor with Support for Higher Order Wavelet Filters.
Proceedings of the VLSI-SoC: Design Methodologies for SoC and SiP, 2008

A Flexible Floating-Point Wavelet Processor.
Proceedings of the 4th IEEE International Conference on Signal Image Technology and Internet Based Systems, 2008

Configurable VLSI Architecture of a General Purpose Lifting-based Wavelet Processor.
Proceedings of the SIGMAP 2008, 2008

High-Speed Configurable VLSI Architecture of a General Purpose Lifting-Based Discrete Wavelet Processor.
Proceedings of the e-Business and Telecommunications - International Conference, 2008

High-performance fpga-based floating-point adder with three inputs.
Proceedings of the FPL 2008, 2008

A lifting-based DWT and IDWT processor with multi-context configuration and normalization factor.
Proceedings of the FPL 2008, 2008

Novel approach on lifting-based DWT and IDWT processor with multi-context configuration to support different wavelet filters.
Proceedings of the 19th IEEE International Conference on Application-Specific Systems, 2008

Impact of circuit nonidealities on the implementation of switched-capacitor resonators.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

A novel leakage-estimation method for input-vector control.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

High-performance floating-point VLSI architecture of lifting-based forward and inverse wavelet transforms.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

Low-latency VLSI architecture of a 3-input floating-point adder.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

2007
Low-Complexity Adaptive Encoding Schemes Based on Partial Bus-Invert for Power Reduction in Buses Exhibiting Capacitive Coupling.
Proceedings of the 3rd International Workshop on Reconfigurable Communication-centric Systems-on-Chip, 2007

2006
Implementation of Realtime and Highspeed Phase Detector on FPGA.
Proceedings of the Reconfigurable Computing: Architectures and Applications, 2006

2005
Design and Implementation of a Multi-Core Architecture for Overhead Processing in Optical Transport Networks.
Proceedings of the 1st International Workshop on Reconfigurable Communication-centric Systems-on-Chip, 2005

2002
Car recognition using Gabor filter feature extraction.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2002, 2002


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