Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation
Fuente:
arXiv
Saved in:
| Main Authors: | Arfa, Sirine, Vogginger, Bernhard, Liu, Chen, Partzsch, Johannes, Schone, Mark, Mayr, Christian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hardware-Aware Fine-Tuning of Spiking Q-Networks on the SpiNNaker2 Neuromorphic Platform
by: Arfa, Sirine, et al.
Published: (2025)
by: Arfa, Sirine, et al.
Published: (2025)
Language Modeling on a SpiNNaker 2 Neuromorphic Chip
by: Nazeer, Khaleelulla Khan, et al.
Published: (2023)
by: Nazeer, Khaleelulla Khan, et al.
Published: (2023)
Event-based backpropagation on the neuromorphic platform SpiNNaker2
by: Béna, Gabriel, et al.
Published: (2024)
by: Béna, Gabriel, et al.
Published: (2024)
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2
by: Huang, Jiaxin, et al.
Published: (2024)
by: Huang, Jiaxin, et al.
Published: (2024)
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
by: Gonzalez, Hector A., et al.
Published: (2024)
by: Gonzalez, Hector A., et al.
Published: (2024)
SpiNNaker - A Spiking Neural Network Architecture
Published: (2021)
Published: (2021)
An End-to-End DNN Inference Framework for the SpiNNaker2 Neuromorphic MPSoC
by: Jobst, Matthias, et al.
Published: (2025)
by: Jobst, Matthias, et al.
Published: (2025)
Characterization of Off-wafer Pulse Communication in BrainScaleS Neuromorphic System
by: Vogginger, Bernhard, et al.
Published: (2026)
by: Vogginger, Bernhard, et al.
Published: (2026)
Neuromorphic visual attention for Sign-language recognition on SpiNNaker
by: Liskova, Sarka, et al.
Published: (2026)
by: Liskova, Sarka, et al.
Published: (2026)
Supervised learning of spatial features with STDP and homeostasis using Spiking Neural Networks on SpiNNaker
by: Davies, Sergio, et al.
Published: (2023)
by: Davies, Sergio, et al.
Published: (2023)
Neuromorphic hardware for sustainable AI data centers
by: Vogginger, Bernhard, et al.
Published: (2024)
by: Vogginger, Bernhard, et al.
Published: (2024)
Energy-Efficient Spiking Recurrent Neural Network for Gesture Recognition on Embedded GPUs
by: Varposhti, Marzieh Hassanshahi, et al.
Published: (2024)
by: Varposhti, Marzieh Hassanshahi, et al.
Published: (2024)
Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models
by: Mukherji, Rishav, et al.
Published: (2024)
by: Mukherji, Rishav, et al.
Published: (2024)
SpikeFit: Towards Optimal Deployment of Spiking Networks on Neuromorphic Hardware
by: Kartashov, Ivan, et al.
Published: (2025)
by: Kartashov, Ivan, et al.
Published: (2025)
Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models
by: Schöne, Mark, et al.
Published: (2024)
by: Schöne, Mark, et al.
Published: (2024)
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing
by: Pedersen, Jens E., et al.
Published: (2023)
by: Pedersen, Jens E., et al.
Published: (2023)
Neuromorphic Deployment of Spiking Neural Networks for Cognitive Load Classification in Air Traffic Control
by: An, Jiahui, et al.
Published: (2025)
by: An, Jiahui, et al.
Published: (2025)
Es hora de actuar. La legitimidad del poder de las celebridades en el ámbito de las Relaciones Internacionales
by: Lena Partzsch
Published: (2018)
by: Lena Partzsch
Published: (2018)
Spatiotemporal Radar Gesture Recognition with Hybrid Spiking Neural Networks: Balancing Accuracy and Efficiency
by: Mazzieri, Riccardo, et al.
Published: (2025)
by: Mazzieri, Riccardo, et al.
Published: (2025)
Activity Sparsity Complements Weight Sparsity for Efficient RNN Inference
by: Mukherji, Rishav, et al.
Published: (2023)
by: Mukherji, Rishav, et al.
Published: (2023)
Event-based Neural Spike Detection Using Spiking Neural Networks for Neuromorphic iBMI Systems
by: Hwang, Chanwook, et al.
Published: (2025)
by: Hwang, Chanwook, et al.
Published: (2025)
Live Demonstration: Neuromorphic Radar for Gesture Recognition
by: Yadav, Satyapreet Singh, et al.
Published: (2025)
by: Yadav, Satyapreet Singh, et al.
Published: (2025)
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
by: Qian, Yuanbin, et al.
Published: (2025)
by: Qian, Yuanbin, et al.
Published: (2025)
Resource-Efficient Gesture Recognition using Low-Resolution Thermal Camera via Spiking Neural Networks and Sparse Segmentation
by: Safa, Ali, et al.
Published: (2024)
by: Safa, Ali, et al.
Published: (2024)
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
by: Guo, Weiyu, et al.
Published: (2024)
by: Guo, Weiyu, et al.
Published: (2024)
Spiking Neural Network Enhanced Hand Gesture Recognition Using Low-Cost Single-photon Avalanche Diode Array
by: Zang, Zhenya, et al.
Published: (2024)
by: Zang, Zhenya, et al.
Published: (2024)
On the Universal Representation Property of Spiking Neural Networks
by: Hundrieser, Shayan, et al.
Published: (2025)
by: Hundrieser, Shayan, et al.
Published: (2025)
Spiking and Event-driven Neuromorphic Mamba Models for Efficient Speech Recognition
by: Ahmed, Tauseef, et al.
Published: (2026)
by: Ahmed, Tauseef, et al.
Published: (2026)
Neuromorphic Spiking Neural Network Based Classification of COVID-19 Spike Sequences
by: Murad, Taslim, et al.
Published: (2024)
by: Murad, Taslim, et al.
Published: (2024)
Efficient Gesture Recognition on Spiking Convolutional Networks Through Sensor Fusion of Event-Based and Depth Data
by: Steffen, Lea, et al.
Published: (2024)
by: Steffen, Lea, et al.
Published: (2024)
Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Network
by: Ding, Yongqi, et al.
Published: (2024)
by: Ding, Yongqi, et al.
Published: (2024)
Neuromorphic Parameter Estimation for Power Converter Health Monitoring Using Spiking Neural Networks
by: Baik, Hyeongmeen, et al.
Published: (2026)
by: Baik, Hyeongmeen, et al.
Published: (2026)
Quantization in Spiking Neural Networks
by: Moser, Bernhard A., et al.
Published: (2023)
by: Moser, Bernhard A., et al.
Published: (2023)
Real-Time Frame- and Event-based Object Detection with Spiking Neural Networks on Edge Neuromorphic Hardware: Design, Deployment and Benchmark
by: Gamage, Udayanga G. W. K. N., et al.
Published: (2026)
by: Gamage, Udayanga G. W. K. N., et al.
Published: (2026)
Sneaky Spikes: Uncovering Stealthy Backdoor Attacks in Spiking Neural Networks with Neuromorphic Data
by: Abad, Gorka, et al.
Published: (2023)
by: Abad, Gorka, et al.
Published: (2023)
Energy-Aware Spike Budgeting for Continual Learning in Spiking Neural Networks for Neuromorphic Vision
by: Meem, Anika Tabassum, et al.
Published: (2026)
by: Meem, Anika Tabassum, et al.
Published: (2026)
SpiKernel: A Kernel Size Exploration Methodology for Improving Accuracy of the Embedded Spiking Neural Network Systems
by: Putra, Rachmad Vidya Wicaksana, et al.
Published: (2024)
by: Putra, Rachmad Vidya Wicaksana, et al.
Published: (2024)
SpiDR: A Reconfigurable Digital Compute-in-Memory Spiking Neural Network Accelerator for Event-based Perception
by: Sharma, Deepika, et al.
Published: (2024)
by: Sharma, Deepika, et al.
Published: (2024)
Online Hand Gesture Recognition Using 3D Convolutional Neural Networks
by: Qin, Yinghao, et al.
Published: (2026)
by: Qin, Yinghao, et al.
Published: (2026)
Optimizing Gesture Recognition for Seamless UI Interaction Using Convolutional Neural Networks
by: Sun, Qi, et al.
Published: (2024)
by: Sun, Qi, et al.
Published: (2024)
Similar Items
-
Hardware-Aware Fine-Tuning of Spiking Q-Networks on the SpiNNaker2 Neuromorphic Platform
by: Arfa, Sirine, et al.
Published: (2025) -
Language Modeling on a SpiNNaker 2 Neuromorphic Chip
by: Nazeer, Khaleelulla Khan, et al.
Published: (2023) -
Event-based backpropagation on the neuromorphic platform SpiNNaker2
by: Béna, Gabriel, et al.
Published: (2024) -
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2
by: Huang, Jiaxin, et al.
Published: (2024) -
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
by: Gonzalez, Hector A., et al.
Published: (2024)