LuMamba: Latent Unified Mamba for Electrode Topology-Invariant and Efficient EEG Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Broustail, Danaé, Tegon, Anna, Ingolfsson, Thorir Mar, Li, Yawei, Benini, Luca |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model
by: Tegon, Anna, et al.
Published: (2025)
by: Tegon, Anna, et al.
Published: (2025)
PanLUNA: An Efficient and Robust Query-Unified Multimodal Model for Edge Biosignal Intelligence
by: Zelic, Marija, et al.
Published: (2026)
by: Zelic, Marija, et al.
Published: (2026)
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis
by: Döner, Berkay, et al.
Published: (2025)
by: Döner, Berkay, et al.
Published: (2025)
FEMBA on the Edge: Physiologically-Aware Pre-Training, Quantization, and Deployment of a Bidirectional Mamba EEG Foundation Model on an Ultra-low Power Microcontroller
by: Tegon, Anna, et al.
Published: (2026)
by: Tegon, Anna, et al.
Published: (2026)
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation
by: Tóth, Bálint, et al.
Published: (2025)
by: Tóth, Bálint, et al.
Published: (2025)
TinyMyo: a Tiny Foundation Model for Flexible EMG Signal Processing at the Edge
by: Fasulo, Matteo, et al.
Published: (2025)
by: Fasulo, Matteo, et al.
Published: (2025)
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring
by: Benfenati, Luca, et al.
Published: (2024)
by: Benfenati, Luca, et al.
Published: (2024)
CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention
by: Dimofte, Alexandru, et al.
Published: (2025)
by: Dimofte, Alexandru, et al.
Published: (2025)
Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration
by: Chen, Yujie, et al.
Published: (2025)
by: Chen, Yujie, et al.
Published: (2025)
Gated Relational Alignment via Confidence-based Distillation for Efficient VLMs
by: Chen, Yanlong, et al.
Published: (2026)
by: Chen, Yanlong, et al.
Published: (2026)
eMamba: Efficient Acceleration Framework for Mamba Models in Edge Computing
by: Kim, Jiyong, et al.
Published: (2025)
by: Kim, Jiyong, et al.
Published: (2025)
Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model
by: Cao, Yang, et al.
Published: (2024)
by: Cao, Yang, et al.
Published: (2024)
RDKV: Rate-Distortion Bit Allocation for Joint Eviction and Quantization of the KV Cache
by: Zhang, Junkai, et al.
Published: (2026)
by: Zhang, Junkai, et al.
Published: (2026)
MambaScope: Coarse-to-Fine Scoping for Efficient Vision Mamba
by: Liu, Shanhui, et al.
Published: (2025)
by: Liu, Shanhui, et al.
Published: (2025)
CellMamba: Adaptive Mamba for Accurate and Efficient Cell Detection
by: Liu, Ruochen, et al.
Published: (2025)
by: Liu, Ruochen, et al.
Published: (2025)
Mentality: A Mamba-based Approach towards Foundation Models for EEG
by: Panchavati, Saarang, et al.
Published: (2025)
by: Panchavati, Saarang, et al.
Published: (2025)
One Shot vs. Iterative: Rethinking Pruning Strategies for Model Compression
by: Janusz, Mikołaj, et al.
Published: (2025)
by: Janusz, Mikołaj, et al.
Published: (2025)
InfoMamba: An Attention-Free Hybrid Mamba-Transformer Model
by: Wang, Youjin, et al.
Published: (2026)
by: Wang, Youjin, et al.
Published: (2026)
Mamba Modulation: On the Length Generalization of Mamba
by: Lu, Peng, et al.
Published: (2025)
by: Lu, Peng, et al.
Published: (2025)
FastMamba: A High-Speed and Efficient Mamba Accelerator on FPGA with Accurate Quantization
by: Wang, Aotao, et al.
Published: (2025)
by: Wang, Aotao, et al.
Published: (2025)
AlignMamba-2: Enhancing Multimodal Fusion and Sentiment Analysis with Modality-Aware Mamba
by: Li, Yan, et al.
Published: (2026)
by: Li, Yan, et al.
Published: (2026)
ML-Mamba: Efficient Multi-Modal Large Language Model Utilizing Mamba-2
by: Huang, Wenjun, et al.
Published: (2024)
by: Huang, Wenjun, et al.
Published: (2024)
AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting
by: Jiang, Xudong, et al.
Published: (2026)
by: Jiang, Xudong, et al.
Published: (2026)
DeciMamba: Exploring the Length Extrapolation Potential of Mamba
by: Ben-Kish, Assaf, et al.
Published: (2024)
by: Ben-Kish, Assaf, et al.
Published: (2024)
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
by: Yoshimura, Masakazu, et al.
Published: (2024)
by: Yoshimura, Masakazu, et al.
Published: (2024)
MedMamba: Recasting Mamba for Medical Time Series Classification
by: He, ZhengXiao, et al.
Published: (2026)
by: He, ZhengXiao, et al.
Published: (2026)
TextMamba: Scene Text Detector with Mamba
by: Zhao, Qiyan, et al.
Published: (2025)
by: Zhao, Qiyan, et al.
Published: (2025)
DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone
by: Singh, Vaibhav, et al.
Published: (2025)
by: Singh, Vaibhav, et al.
Published: (2025)
ms-Mamba: Multi-scale Mamba for Time-Series Forecasting
by: Karadag, Yusuf Meric, et al.
Published: (2025)
by: Karadag, Yusuf Meric, et al.
Published: (2025)
A Survey of Mamba
by: Qu, Haohao, et al.
Published: (2024)
by: Qu, Haohao, et al.
Published: (2024)
Mamba-Spike: Enhancing the Mamba Architecture with a Spiking Front-End for Efficient Temporal Data Processing
by: Qin, Jiahao, et al.
Published: (2024)
by: Qin, Jiahao, et al.
Published: (2024)
ME-Mamba: Multi-Expert Mamba with Efficient Knowledge Capture and Fusion for Multimodal Survival Analysis
by: Zhang, Chengsheng, et al.
Published: (2025)
by: Zhang, Chengsheng, et al.
Published: (2025)
Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes
by: Montagna, Marco, et al.
Published: (2024)
by: Montagna, Marco, et al.
Published: (2024)
Mamba-UIE: Enhancing Underwater Images with Physical Model Constraint
by: Zhang, Song, et al.
Published: (2024)
by: Zhang, Song, et al.
Published: (2024)
MambaSL: Exploring Single-Layer Mamba for Time Series Classification
by: Jung, Yoo-Min, et al.
Published: (2026)
by: Jung, Yoo-Min, et al.
Published: (2026)
DocMamba: Efficient Document Pre-training with State Space Model
by: Hu, Pengfei, et al.
Published: (2024)
by: Hu, Pengfei, et al.
Published: (2024)
Mamba-SEUNet: Mamba UNet for Monaural Speech Enhancement
by: Wang, Junyu, et al.
Published: (2024)
by: Wang, Junyu, et al.
Published: (2024)
ST-Mamba: Spatial-Temporal Mamba for Traffic Flow Estimation Recovery using Limited Data
by: Yuan, Doncheng, et al.
Published: (2024)
by: Yuan, Doncheng, et al.
Published: (2024)
AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment
by: Li, Yan, et al.
Published: (2024)
by: Li, Yan, et al.
Published: (2024)
Decision Mamba Architectures
by: Correia, André, et al.
Published: (2024)
by: Correia, André, et al.
Published: (2024)
Similar Items
-
FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model
by: Tegon, Anna, et al.
Published: (2025) -
PanLUNA: An Efficient and Robust Query-Unified Multimodal Model for Edge Biosignal Intelligence
by: Zelic, Marija, et al.
Published: (2026) -
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis
by: Döner, Berkay, et al.
Published: (2025) -
FEMBA on the Edge: Physiologically-Aware Pre-Training, Quantization, and Deployment of a Bidirectional Mamba EEG Foundation Model on an Ultra-low Power Microcontroller
by: Tegon, Anna, et al.
Published: (2026) -
Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation
by: Tóth, Bálint, et al.
Published: (2025)