Andre Guntoro

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Publications (47)

• Impact of Sliding Window Variation and Neuronal Time Constants on Acoustic Anomaly Detection Using Recurrent Spiking Neural Networks in Automotive Environment
  Algorithms 2024 DOI: 10.3390/a17100440
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• Online Quantization Adaptation for Fault-Tolerant Neural Network Inference
  2023 DOI: 10.1007/978-3-031-40923-3_18
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• FELIX: A Ferroelectric FET Based Low Power Mixed-Signal In-Memory Architecture for DNN Acceleration
  ACM Transactions on Embedded Computing Systems 2022 DOI: 10.1145/3529760
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• Increasing Throughput of In-Memory DNN Accelerators by Flexible Layerwise DNN Approximation
  IEEE Micro 2022 DOI: 10.1109/MM.2022.3196865
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• A Weighted Current Summation Based Mixed Signal DRAM-PIM Architecture for Deep Neural Network Inference
  IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2022 DOI: 10.1109/JETCAS.2022.3170235
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• A Novel DRAM-Based Process-in-Memory Architecture and its Implementation for CNNs
  Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC 2021 DOI: 10.1145/3394885.3431522
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• Adaptable Approximation Based on Bit Decomposition for Deep Neural Network Accelerators
  2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021 2021 DOI: 10.1109/AICAS51828.2021.9458456
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• Efficient Accuracy Recovery in Approximate Neural Networks by Systematic Error Modelling
  Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC 2021 DOI: 10.1145/3394885.3431533
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• Exploiting resiliency for kernel-wise CNN approximation enabled by adaptive hardware design
  Proceedings - IEEE International Symposium on Circuits and Systems 2021 DOI: 10.1109/ISCAS51556.2021.9401517
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• In-Memory Computing exceeding 10000 TOPS/W using Ferroelectric Field Effect Transistors for EdgeAI Applications
  MikroSystemTechnik Kongress 2021: Mikroelektronik, Mikrosystemtechnik und ihre Anwendungen - Innovative Produkte fur zukunftsfahige Markte, Proceedings 2021
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