Contact

All Stories

  1. Energy-Efficient Continual Learning in Embedded AI with Timestep Optimization and Compressed Replay

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Osman Hasan, Rachmad Vidya Wicaksana Putra, Mishal Fatima Minhas

  2. SpiKernel: A Kernel Size Exploration Methodology for Improving Accuracy of the Embedded Spiking Neural Network Systems

    Article • IEEE Embedded Systems Letters, June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  3. Continual Learning With Neuromorphic Computing: Foundations, Methods, and Emerging Applications

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  4. EnforceSNN: Enabling resilient and energy-efficient spiking neural network inference considering approximate DRAMs for embedded systems

    Article • Frontiers in Neuroscience, August 2022, Frontiers

    Rachmad Vidya Wicaksana Putra

  5. Fault-Tolerant Accelerators for Spiking Neural Networks

    Article • July 2022, ACM (Association for Computing Machinery)

    Rachmad Vidya Wicaksana Putra

  6. SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference using Approximate DRAM

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  7. SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  8. ReSpawn: Energy-Efficient Fault-Tolerance for Spiking Neural Networks considering Unreliable Memories

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  9. Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework ICCAD Special Session Paper

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  10. Q-SpiNN: A Framework for Quantizing Spiking Neural Networks

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  11. ROMANet: Fine-Grained Reuse-Driven Off-Chip Memory Access Management and Data Organization for Deep Neural Network Accelerators

    Article • IEEE Transactions on Very Large Scale Integration (VLSI) Systems, April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  12. FSpiNN: An Optimization Framework for Memory-Efficient and Energy-Efficient Spiking Neural Networks

    Article • IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  13. DRMap: A Generic DRAM Data Mapping Policy for Energy-Efficient Processing of Convolutional Neural Networks

    Article • July 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  14. A Low Latency and Resource Efficient Scalable RSA Cryptoprocessor Architecture

    Article • June 2020, Center for Open Science

    Rachmad Vidya Wicaksana Putra

  15. Cloud System Design using AMQP Protocol for Smart Devices System Applications

    Article • June 2020, Center for Open Science

    Rachmad Vidya Wicaksana Putra

  16. APNAS: Accuracy-and-Performance-Aware Neural Architecture Search for Neural Hardware Accelerators

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  17. HW/SW co-design and co-optimizations for deep learning

    Article • October 2018, ACM (Association for Computing Machinery)

    Rachmad Vidya Wicaksana Putra

  18. Robust Machine Learning Systems: Reliability and Security for Deep Neural Networks

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  19. Noise and Bandwidth Consideration in Designing Op-Amp Based Transimpedance Amplifier for VLC

    Article • Bulletin of Electrical Engineering and Informatics, June 2018, Institute of Advanced Engineering and Science

    Rachmad Vidya Wicaksana Putra

  20. An Inter-Processor Communication (IPC) Data Sharing Architecture in Heterogeneous MPSoC for OFDMA

    Article • Journal of ICT Research and Applications, April 2018, The Institute for Research and Community Services (LPPM) ITB

    Rachmad Vidya Wicaksana Putra

  21. Reversed-Trellis Tail-Biting Convolutional Code (RT-TBCC) Decoder Architecture Design for LTE

    Article • International Journal of Electrical and Computer Engineering (IJECE), February 2018, Institute of Advanced Engineering and Science

    Rachmad Vidya Wicaksana Putra

  22. Physical layer design with analog front end for bidirectional DCO-OFDM visible light communications

    Article • Optik, June 2017, Elsevier

    Rachmad Vidya Wicaksana Putra

  23. Design of low power mobile application for Smart Home

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  24. Visible light communication system for wearable patient monitoring device

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  25. An architecture design of SAD based template matching for fast queue counter in FPGA

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  26. Analog filters design in VLC analog front-end receiver for reducing indoor ambient light noise

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  27. Kurtosis and energy based spectrum detection for SDR based RF monitoring system

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  28. Live demonstration: MINDS — Meshed and internet networked devices system for smart home: Track selection: Embedded systems

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  29. Parallel morphological template matching design for efficient human detection application

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  30. Rapid Prototyping Methodology of Lightweight Electronic Drivers for Smart Home Appliances

    Article • International Journal of Electrical and Computer Engineering (IJECE), October 2016, Institute of Advanced Engineering and Science

    Rachmad Vidya Wicaksana Putra

  31. VLSI Architecture for Configurable and Low-Complexity Design of Hard-Decision Viterbi Decoding Algorithm

    Article • Journal of ICT Research and Applications, October 2016, The Institute for Research and Community Services (LPPM) ITB

    Rachmad Vidya Wicaksana Putra

  32. Prototyping design of electronic end-devices for smart home applications

    Article • May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  33. Prototyping design of mechanical based end-devices for smart home applications

    Article • May 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  34. Hybrid multi System-on-Chip architecture: A rapid development design for high-flexibility system

    Article • January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  35. Optimized hardware algorithm for integer cube root calculation and its efficient architecture

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  36. Smart home platform based on optimized wireless sensor network protocol and scalable architecture

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  37. The refined mCBE algorithm for efficient constants multipliers architecture

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  38. A register-free and homogenous architecture for square root algorithm

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  39. A configurable and low complexity hard-decision viterbi decoder in VLSI architecture

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  40. A novel fixed-point square root algorithm and its digital hardware design

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  41. VLSI design of parallel sorter based on modified PCM algorithm and Batcher's odd-even mergesort

    Article • June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra

  42. A New RTL Design Approach for a DCT/IDCT-Based Image Compression Architecture using the mCBE Algorithm

    Article • ITB Journal of Information and Communication Technology, January 2012, The Institute for Research and Community Services (LPPM) ITB

    Rachmad Vidya Wicaksana Putra

  43. The efficient mCBE algorithm and quantization numbers for multiplierless and low complexity DCT/IDCT Image Compression Architecture

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Rachmad Vidya Wicaksana Putra