State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons
Fuente:
arXiv
Saved in:
| Main Authors: | Karilanova, Sanja, Dey, Subhrakanti, Özçelikkale, Ayça |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Low-Bit Data Processing Using Multiple-Output Spiking Neurons with Non-linear Reset Feedback
by: Karilanova, Sanja, et al.
Published: (2025)
by: Karilanova, Sanja, et al.
Published: (2025)
Delays in Spiking Neural Networks: A State Space Model Approach
by: Karilanova, Sanja, et al.
Published: (2025)
by: Karilanova, Sanja, et al.
Published: (2025)
Time-Varying Deep State Space Models for Sequences with Switching Dynamics
by: Karilanova, Sanja, et al.
Published: (2026)
by: Karilanova, Sanja, et al.
Published: (2026)
Federated Learning of Spiking Neural Networks under Heterogeneous Temporal Resolutions
by: Karilanova, Sanja, et al.
Published: (2026)
by: Karilanova, Sanja, et al.
Published: (2026)
Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks
by: Karilanova, Sanja, et al.
Published: (2024)
by: Karilanova, Sanja, et al.
Published: (2024)
Improving Generalization in Game Agents with Data Augmentation in Imitation Learning
by: Yadgaroff, Derek, et al.
Published: (2023)
by: Yadgaroff, Derek, et al.
Published: (2023)
Understanding Gated Neurons in Transformers from Their Input-Output Functionality
by: Gerstner, Sebastian, et al.
Published: (2025)
by: Gerstner, Sebastian, et al.
Published: (2025)
SSI-GAN: Semi-Supervised Swin-Inspired Generative Adversarial Networks for Neuronal Spike Classification
by: Sharifrazi, Danial, et al.
Published: (2026)
by: Sharifrazi, Danial, et al.
Published: (2026)
Over-the-air Federated Policy Gradient
by: Yang, Huiwen, et al.
Published: (2023)
by: Yang, Huiwen, et al.
Published: (2023)
Scaling State-Space Models on Multiple GPUs with Tensor Parallelism
by: Dutt, Anurag, et al.
Published: (2026)
by: Dutt, Anurag, et al.
Published: (2026)
A Family of Kernelized Matrix Costs for Multiple-Output Mixture Neural Networks
by: Hu, Bo, et al.
Published: (2025)
by: Hu, Bo, et al.
Published: (2025)
PIBNet: a Physics-Inspired Boundary Network for Multiple Scattering Simulations
by: Marsal, Rémi, et al.
Published: (2025)
by: Marsal, Rémi, et al.
Published: (2025)
Gated Parametric Neuron for Spike-based Audio Recognition
by: Wang, Haoran, et al.
Published: (2024)
by: Wang, Haoran, et al.
Published: (2024)
Physics-informed Multiple-Input Operators for efficient dynamic response prediction of structures
by: Ahmed, Bilal, et al.
Published: (2025)
by: Ahmed, Bilal, et al.
Published: (2025)
VR-VFL: Joint Rate and Client Selection for Vehicular Federated Learning Under Imperfect CSI
by: Karatas, Metehan, et al.
Published: (2026)
by: Karatas, Metehan, et al.
Published: (2026)
Statistical Limits in Random Tensors with Multiple Correlated Spikes
by: Qi, Yang, et al.
Published: (2025)
by: Qi, Yang, et al.
Published: (2025)
Approximate Multiplication of Sparse Matrices with Limited Space
by: Wan, Yuanyu, et al.
Published: (2020)
by: Wan, Yuanyu, et al.
Published: (2020)
Leviathan: Decoupling Input and Output Representations in Language Models
by: Batley, Reza T., et al.
Published: (2026)
by: Batley, Reza T., et al.
Published: (2026)
Multiple-Input Variational Auto-Encoder for Anomaly Detection in Heterogeneous Data
by: Dinh, Phai Vu, et al.
Published: (2025)
by: Dinh, Phai Vu, et al.
Published: (2025)
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models
by: Shen, Shuaijie, et al.
Published: (2024)
by: Shen, Shuaijie, et al.
Published: (2024)
Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference
by: Li, Boyan, et al.
Published: (2023)
by: Li, Boyan, et al.
Published: (2023)
SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots
by: Zhang, Chuhan, et al.
Published: (2025)
by: Zhang, Chuhan, et al.
Published: (2025)
Nonlinear Multiple Response Regression and Learning of Latent Spaces
by: Tian, Ye, et al.
Published: (2025)
by: Tian, Ye, et al.
Published: (2025)
Fourier Circuits in Neural Networks and Transformers: A Case Study of Modular Arithmetic with Multiple Inputs
by: Li, Chenyang, et al.
Published: (2024)
by: Li, Chenyang, et al.
Published: (2024)
Model Merging by Output-Space Projection
by: Evans, Bethan, et al.
Published: (2026)
by: Evans, Bethan, et al.
Published: (2026)
Multiple-Input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics
by: Lehmann, Fanny, et al.
Published: (2024)
by: Lehmann, Fanny, et al.
Published: (2024)
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning
by: Chakraborty, Biswadeep, et al.
Published: (2025)
by: Chakraborty, Biswadeep, et al.
Published: (2025)
Joint Input and Output Coordination for Class-Incremental Learning
by: Wang, Shuai, et al.
Published: (2024)
by: Wang, Shuai, et al.
Published: (2024)
Neuronal Self-Adaptation Enhances Capacity and Robustness of Representation in Spiking Neural Networks
by: Yang, Zhuobin, et al.
Published: (2026)
by: Yang, Zhuobin, et al.
Published: (2026)
Input Guided Multiple Deconstruction Single Reconstruction neural network models for Matrix Factorization
by: Dutta, Prasun, et al.
Published: (2024)
by: Dutta, Prasun, et al.
Published: (2024)
IO-SVD: Input-Output Whitened SVD for Adaptive-Rank LLM Compression
by: Abbasi, Ali, et al.
Published: (2026)
by: Abbasi, Ali, et al.
Published: (2026)
Multi-Stream LLMs: Unblocking Language Models with Parallel Streams of Thoughts, Inputs and Outputs
by: Su, Guinan, et al.
Published: (2026)
by: Su, Guinan, et al.
Published: (2026)
Recursive Inference for Heterogeneous Multi-Output GP State-Space Models with Arbitrary Moment Matching
by: Zheng, Tengjie, et al.
Published: (2025)
by: Zheng, Tengjie, et al.
Published: (2025)
A Deep State-Space Model Compression Method using Upper Bound on Output Error
by: Sakamoto, Hiroki, et al.
Published: (2025)
by: Sakamoto, Hiroki, et al.
Published: (2025)
Controller Synthesis from Noisy-Input Noisy-Output Data
by: Li, Lidong, et al.
Published: (2024)
by: Li, Lidong, et al.
Published: (2024)
Brain-Inspired Spike Echo State Network Dynamics for Aero-Engine Intelligent Fault Prediction
by: Liu, Mo-Ran, et al.
Published: (2024)
by: Liu, Mo-Ran, et al.
Published: (2024)
SpikySpace: A Spiking State Space Model for Energy-Efficient Time Series Forecasting
by: Tang, Kaiwen, et al.
Published: (2026)
by: Tang, Kaiwen, et al.
Published: (2026)
Riemannian Time Warping: Multiple Sequence Alignment in Curved Spaces
by: Richter, Julian, et al.
Published: (2025)
by: Richter, Julian, et al.
Published: (2025)
Input-Specific and Universal Adversarial Attack Generation for Spiking Neural Networks in the Spiking Domain
by: Raptis, Spyridon, et al.
Published: (2025)
by: Raptis, Spyridon, et al.
Published: (2025)
Bridging Input Feature Spaces Towards Graph Foundation Models
by: Eliasof, Moshe, et al.
Published: (2026)
by: Eliasof, Moshe, et al.
Published: (2026)
Similar Items
-
Low-Bit Data Processing Using Multiple-Output Spiking Neurons with Non-linear Reset Feedback
by: Karilanova, Sanja, et al.
Published: (2025) -
Delays in Spiking Neural Networks: A State Space Model Approach
by: Karilanova, Sanja, et al.
Published: (2025) -
Time-Varying Deep State Space Models for Sequences with Switching Dynamics
by: Karilanova, Sanja, et al.
Published: (2026) -
Federated Learning of Spiking Neural Networks under Heterogeneous Temporal Resolutions
by: Karilanova, Sanja, et al.
Published: (2026) -
Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks
by: Karilanova, Sanja, et al.
Published: (2024)