Articles by Rachmad Vidya Wicaksana Putra | Synthical

Synthical

Your space

Profile

Activity

Favorites

Folders

Feeds

Contacts

About

Articles by Rachmad Vidya Wicaksana Putra | Synthical

Claim page

Rachmad Vidya Wicaksana Putra

Follow

Activity

Upvotes

Folders

Articles

21

SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-based Embedded AI Systems

2 July 2025 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique at

New York University

Neural and Evolutionary Computing, Artificial Intelligence

Enabling Efficient Processing of Spiking Neural Networks with On-Chip Learning on Commodity Neuromorphic Processors for Edge AI Systems

19 April 2025 by Rachmad Vidya Wicaksana Putra and others

Neural and Evolutionary Computing, Artificial Intelligence

SwitchMT: An Adaptive Context Switching Methodology for Scalable Multi-Task Learning in Intelligent Autonomous Agents

18 April 2025 by Avaneesh Devkota and others

Neural and Evolutionary Computing, Artificial Intelligence

NeuroNAS: Enhancing Efficiency of Neuromorphic In-Memory Computing for Intelligent Mobile Agents through Hardware-Aware Spiking Neural Architecture Search

18 April 2025 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique

Neural and Evolutionary Computing, Artificial Intelligence

QSViT: A Methodology for Quantizing Spiking Vision Transformers

1 April 2025 by Rachmad Vidya Wicaksana Putra and others

Neural and Evolutionary Computing, Artificial Intelligence

Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems

21 March 2025 by Mishal Fatima Minhas and others

Neural and Evolutionary Computing, Artificial Intelligence

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

8 December 2024 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique

Neural and Evolutionary Computing, Artificial Intelligence

MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents

6 December 2024 by Avaneesh Devkota and others at

New York University

Neural and Evolutionary Computing, Artificial Intelligence

Continual Learning with Neuromorphic Computing: Theories, Methods, and Applications

28 October 2024 by Mishal Fatima Minhas and others

Neural and Evolutionary Computing, Artificial Intelligence

A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data

13 September 2024 by Iqra Bano and others

Neural and Evolutionary Computing, Artificial Intelligence

FastSpiker: Enabling Fast Training for Spiking Neural Networks on Event-based Data through Learning Rate Enhancements for Autonomous Embedded Systems

12 September 2024 by Iqra Bano and others

Neural and Evolutionary Computing, Artificial Intelligence

Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack

12 September 2024 by Rachmad Vidya Wicaksana Putra and others at

Khalifa University of Science, Technology and Research

Robotics, Artificial Intelligence

PENDRAM: Enabling High-Performance and Energy-Efficient Processing of Deep Neural Networks through a Generalized DRAM Data Mapping Policy

5 August 2024 by Rachmad Vidya Wicaksana Putra and others

Hardware Architecture, Artificial Intelligence

SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents

18 June 2024 by Rachmad Vidya Wicaksana Putra and others

Robotics, Artificial Intelligence

TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile Agents

29 July 2023 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique

Neural and Evolutionary Computing, Artificial Intelligence

RescueSNN: Enabling Reliable Executions on Spiking Neural Network Accelerators under Permanent Faults

8 April 2023 by Rachmad Vidya Wicaksana Putra and others

Neural and Evolutionary Computing, Artificial Intelligence

EnforceSNN: Enabling Resilient and Energy-Efficient Spiking Neural Network Inference considering Approximate DRAMs for Embedded Systems

8 April 2023 by Rachmad Vidya Wicaksana Putra and others

Neural and Evolutionary Computing, Artificial Intelligence

Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural Networks

24 December 2022 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique

Robotics, Artificial Intelligence

tinySNN: Towards Memory- and Energy-Efficient Spiking Neural Networks

17 June 2022 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique

Neural and Evolutionary Computing, Artificial Intelligence

lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents

24 May 2022 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique

Neural and Evolutionary Computing, Artificial Intelligence

SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors

12 March 2022 by Rachmad Vidya Wicaksana Putra and others

Hardware Architecture, Machine Learning

Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework

20 September 2021 by Muhammad Shafique and others

Cryptography and Security, Artificial Intelligence

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

23 August 2021 by Rachmad Vidya Wicaksana Putra and others

Hardware Architecture, Machine Learning

Q-SpiNN: A Framework for Quantizing Spiking Neural Networks

5 July 2021 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique

Neural and Evolutionary Computing, Hardware Architecture

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

28 February 2021 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique

Neural and Evolutionary Computing, Artificial Intelligence

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

28 February 2021 by Rachmad Vidya Wicaksana Putra and others

Hardware Architecture, Neural and Evolutionary Computing

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

2 August 2020 by Rachmad Vidya Wicaksana Putra and others

Distributed, Parallel, and Cluster Computing, Hardware Architecture

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

17 July 2020 by Rachmad Vidya Wicaksana Putra and Muhammad Shafique

Neural and Evolutionary Computing, Machine Learning

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

21 April 2020 by Rachmad Vidya Wicaksana Putra and others

Hardware Architecture, Machine Learning

MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks

30 October 2018 by Muhammad Abdullah Hanif and others

Distributed, Parallel, and Cluster Computing, Hardware Architecture

Topics

Machine Learning Neural and Evolutionary Computing Artificial Intelligence Hardware Architecture Robotics Distributed, Parallel, and Cluster Computing Cryptography and Security