Learning Scalable Temporal Representations in Spiking Neural Networks Without Labels
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Chengwei, Datta, Gourav |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Light-Bound Transformers: Hardware-Anchored Robustness for Silicon-Photonic Computer Vision Systems
by: Chen, Xuming, et al.
Published: (2026)
by: Chen, Xuming, et al.
Published: (2026)
Unsupervised SFQ-Based Spiking Neural Network
by: Karamuftuoglu, Mustafa Altay, et al.
Published: (2023)
by: Karamuftuoglu, Mustafa Altay, et al.
Published: (2023)
Sense Less, Infer More: Agentic Multimodal Transformers for Edge Medical Intelligence
by: Zhou, Chengwei, et al.
Published: (2026)
by: Zhou, Chengwei, et al.
Published: (2026)
Enhanced Read Resolution in Reconfigurable Memristive Synapses for Spiking Neural Networks
by: Das, Hritom, et al.
Published: (2023)
by: Das, Hritom, et al.
Published: (2023)
Mapping Spiking Neural Networks to Heterogeneous Crossbar Architectures using Integer Linear Programming
by: Pohl, Devin, et al.
Published: (2025)
by: Pohl, Devin, et al.
Published: (2025)
FL-QDSNNs: Federated Learning with Quantum Dynamic Spiking Neural Networks
by: Innan, Nouhaila, et al.
Published: (2024)
by: Innan, Nouhaila, et al.
Published: (2024)
SuperSNN: A Hardware-Aware Framework for Physically Realizable, High-Performance Superconducting Spiking Neural Network Chips
by: Song, Changxu, et al.
Published: (2025)
by: Song, Changxu, et al.
Published: (2025)
Exploring the Potential of Spiking Neural Networks in UWB Channel Estimation
by: Zhang, Youdong, et al.
Published: (2025)
by: Zhang, Youdong, et al.
Published: (2025)
A Fully Planar Approach to Field-coupled Nanocomputing: Scalable Placement and Routing Without Wire Crossings
by: Hien, Benjamin, et al.
Published: (2025)
by: Hien, Benjamin, et al.
Published: (2025)
StochEP: Stochastic Equilibrium Propagation for Spiking Convergent Recurrent Neural Networks
by: Lin, Jiaqi, et al.
Published: (2025)
by: Lin, Jiaqi, et al.
Published: (2025)
Hybrid Optimization With Deep Spiking Equilibrium Neural Network for Software Defined Network Based Congestion Prevention Routing
by: Sadanand R. Inamdar, et al.
Published: (2024)
by: Sadanand R. Inamdar, et al.
Published: (2024)
Efficient Memristive Spiking Neural Networks Architecture with Supervised In-Situ STDP Method
by: Prajapati, Santlal, et al.
Published: (2025)
by: Prajapati, Santlal, et al.
Published: (2025)
Memristor-Based Spiking Neural Network Accelerator for Bio-inspired Interception Task
by: Qu, Qianhou, et al.
Published: (2026)
by: Qu, Qianhou, et al.
Published: (2026)
Biologically-Informed Excitatory and Inhibitory Balance for Robust Spiking Neural Network Training
by: Kilgore, Joseph A., et al.
Published: (2024)
by: Kilgore, Joseph A., et al.
Published: (2024)
In-Memory Mirroring: Cloning Without Reading
by: Singh, Simranjeet, et al.
Published: (2024)
by: Singh, Simranjeet, et al.
Published: (2024)
Transductive Spiking Graph Neural Networks for Loihi
by: Snyder, Shay, et al.
Published: (2024)
by: Snyder, Shay, et al.
Published: (2024)
Low Latency Basketball Action Recognition and Game Technology Analysis Based on Spiking Neural Network Under SAGIN Environment
by: Yi Kao, et al.
Published: (2026)
by: Yi Kao, et al.
Published: (2026)
Scalable Digital Compute-in-Memory Ising Machines for Robustness Verification of Binary Neural Networks
by: Vadlamani, Madhav, et al.
Published: (2026)
by: Vadlamani, Madhav, et al.
Published: (2026)
Structure-based Optical Logics Without Using Transistors
by: Lee, Jonghyeon, et al.
Published: (2020)
by: Lee, Jonghyeon, et al.
Published: (2020)
Graph Neural Networks for Vehicular Social Networks: Trends, Challenges, and Opportunities
by: Binshaflout, Elham, et al.
Published: (2025)
by: Binshaflout, Elham, et al.
Published: (2025)
Towards Efficient Formal Verification of Spiking Neural Network
by: Seong, Baekryun, et al.
Published: (2024)
by: Seong, Baekryun, et al.
Published: (2024)
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
by: Yu, Zhenming, et al.
Published: (2024)
by: Yu, Zhenming, et al.
Published: (2024)
QAMNet: Fast and Efficient Optical QAM Neural Networks
by: Bacvanski, Marc Gong, et al.
Published: (2024)
by: Bacvanski, Marc Gong, et al.
Published: (2024)
Compact and Energy-Efficient Memristive Spiking Neuromorphic Accelerator for Bio-inspired Interception Tasks
by: Qu, Qianhou, et al.
Published: (2026)
by: Qu, Qianhou, et al.
Published: (2026)
To Spike or Not to Spike, that is the Question
by: Takaghaj, Sanaz Mahmoodi, et al.
Published: (2024)
by: Takaghaj, Sanaz Mahmoodi, et al.
Published: (2024)
Configuring Safe Spiking Neural Controllers for Cyber-Physical Systems through Formal Verification
by: Gupta, Arkaprava, et al.
Published: (2024)
by: Gupta, Arkaprava, et al.
Published: (2024)
Efficient and Fault-Tolerant Memristive Neural Networks with In-Situ Training
by: Prajapat, Santlal, et al.
Published: (2025)
by: Prajapat, Santlal, et al.
Published: (2025)
Toward High Performance, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ
by: Kaiser, Md Abdullah-Al, et al.
Published: (2024)
by: Kaiser, Md Abdullah-Al, et al.
Published: (2024)
Spiking Quantum Fire Hawk Network Based Reliable Scheduling for Lifetime Maximization of Wireless Sensor Network
by: W. S. Kiran, et al.
Published: (2024)
by: W. S. Kiran, et al.
Published: (2024)
Sparsity-Aware Optimization of In-Memory Bayesian Binary Neural Network Accelerators
by: Katti, Prabodh, et al.
Published: (2024)
by: Katti, Prabodh, et al.
Published: (2024)
Robustness Verification of Binary Neural Networks: An Ising and Quantum-Inspired Framework
by: Singh, Rahul, et al.
Published: (2026)
by: Singh, Rahul, et al.
Published: (2026)
Truth Without Comprehension: A BlueSky Agenda for Steering the Fourth Mathematical Crisis
by: Yu, Runlong, et al.
Published: (2025)
by: Yu, Runlong, et al.
Published: (2025)
Directional Electrical Spiking, Bursting, and Information Propagation in Oyster Mycelium Recorded with a Star-Shaped Electrode Array
by: Adamatzky, Andrew
Published: (2026)
by: Adamatzky, Andrew
Published: (2026)
Joint Power and Delay Optimization Based Resource Allocation in Mu ‐ MIMO ‐ OFDM System Using Optimized Enhanced Elman Spiking Sparse Graph Neural Network
by: Shivakumar Kagi, et al.
Published: (2026)
by: Shivakumar Kagi, et al.
Published: (2026)
Design-Space Exploration of Distributed Neural Networks in Low-Power Wearable Nodes
by: Chowdhury, Meghna Roy, et al.
Published: (2025)
by: Chowdhury, Meghna Roy, et al.
Published: (2025)
D-SELD: Dataset-Scalable Exemplar LCA-Decoder
by: Takaghaj, Sanaz Mahmoodi, et al.
Published: (2024)
by: Takaghaj, Sanaz Mahmoodi, et al.
Published: (2024)
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks
by: Dequino, Alberto, et al.
Published: (2024)
by: Dequino, Alberto, et al.
Published: (2024)
Drop-Connect as a Fault-Tolerance Approach for RRAM-based Deep Neural Network Accelerators
by: Xiang, Mingyuan, et al.
Published: (2024)
by: Xiang, Mingyuan, et al.
Published: (2024)
Leveraging Photonic Interconnects for Scalable and Efficient Fully Homomorphic Encryption
by: Saiham, Dewan, et al.
Published: (2025)
by: Saiham, Dewan, et al.
Published: (2025)
STRIDe: Cross-Coupled STT-MRAM Enabling Robust In-Memory-Computing for Deep Neural Network Accelerators
by: Ahmed, Imtiaz, et al.
Published: (2026)
by: Ahmed, Imtiaz, et al.
Published: (2026)
Similar Items
-
Light-Bound Transformers: Hardware-Anchored Robustness for Silicon-Photonic Computer Vision Systems
by: Chen, Xuming, et al.
Published: (2026) -
Unsupervised SFQ-Based Spiking Neural Network
by: Karamuftuoglu, Mustafa Altay, et al.
Published: (2023) -
Sense Less, Infer More: Agentic Multimodal Transformers for Edge Medical Intelligence
by: Zhou, Chengwei, et al.
Published: (2026) -
Enhanced Read Resolution in Reconfigurable Memristive Synapses for Spiking Neural Networks
by: Das, Hritom, et al.
Published: (2023) -
Mapping Spiking Neural Networks to Heterogeneous Crossbar Architectures using Integer Linear Programming
by: Pohl, Devin, et al.
Published: (2025)