Energy-Efficient Neuromorphic Computing for Edge AI: A Framework with Adaptive Spiking Neural Networks and Hardware-Aware Optimization
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Imanov, Olaf Yunus Laitinen, Kulali, Derya Umut, Yilmaz, Taner, Erisken, Duygu, Turhan, Rana Irem |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Autonomous AI Agents for Real-Time Affordable Housing Site Selection: Multi-Objective Reinforcement Learning Under Regulatory Constraints
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
PatchFormer: A Patch-Based Time Series Foundation Model with Hierarchical Masked Reconstruction and Cross-Domain Transfer Learning for Zero-Shot Multi-Horizon Forecasting
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
Strategic Doctrine Language Models (sdLM): A Learning-System Framework for Doctrinal Consistency and Geopolitical Forecasting
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
EdgeSpike: Spiking Neural Networks for Low-Power Autonomous Sensing in Edge IoT Architectures
par: Lundstrom-Imanov, Gustav Olaf Yunus Laitinen-Fredriksson, et autres
Publié: (2026)
par: Lundstrom-Imanov, Gustav Olaf Yunus Laitinen-Fredriksson, et autres
Publié: (2026)
Urban Spatio-Temporal Foundation Models for Climate-Resilient Housing: Scaling Diffusion Transformers for Disaster Risk Prediction
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
Transparency-First Medical Language Models: Datasheets, Model Cards, and End-to-End Data Provenance for Clinical NLP
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)
Mechanistic Analysis of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
par: Imanov, Olaf Yunus Laitinen
Publié: (2026)
par: Imanov, Olaf Yunus Laitinen
Publié: (2026)
NeurOptimisation: The Spiking Way to Evolve
par: Cruz-Duarte, Jorge Mario, et autres
Publié: (2025)
par: Cruz-Duarte, Jorge Mario, et autres
Publié: (2025)
Uncertainty-Calibrated Explainable Artificial Intelligence for Fetal Ultrasound Plane Classification: A Systematic Review
par: Lundström-Imanov, Gustav Olaf Yunus Laitinen-Fredriksson, et autres
Publié: (2026)
par: Lundström-Imanov, Gustav Olaf Yunus Laitinen-Fredriksson, et autres
Publié: (2026)
Spiking Sequence Machines and Transformers
par: Bose, Joy
Publié: (2026)
par: Bose, Joy
Publié: (2026)
Perforated Neural Networks for Keyword Spotting
par: Gopal, Vishy, et autres
Publié: (2026)
par: Gopal, Vishy, et autres
Publié: (2026)
Haze-Aware Attention Network for Single-Image Dehazing
par: Tong, Lihan, et autres
Publié: (2024)
par: Tong, Lihan, et autres
Publié: (2024)
RHealthTwin: Towards Responsible and Multimodal Digital Twins for Personalized Well-being
par: Ferdousi, Rahatara, et autres
Publié: (2025)
par: Ferdousi, Rahatara, et autres
Publié: (2025)
Spatiotemporal Heterogeneity of AI-Driven Traffic Flow Patterns and Land Use Interaction: A GeoAI-Based Analysis of Multimodal Urban Mobility
par: Imanov, Olaf Yunus Laitinen
Publié: (2026)
par: Imanov, Olaf Yunus Laitinen
Publié: (2026)
Lightweight Transformer Architectures for Edge Devices in Real-Time Applications
par: Samson, Hema Hariharan
Publié: (2026)
par: Samson, Hema Hariharan
Publié: (2026)
Generalizable IoT Traffic Representations for Cross-Network Device Identification
par: Sivanathan, Arunan, et autres
Publié: (2026)
par: Sivanathan, Arunan, et autres
Publié: (2026)
LLM-supported document separation for printed reviews from zbMATH Open
par: Pluzhnikov, Ivan, et autres
Publié: (2026)
par: Pluzhnikov, Ivan, et autres
Publié: (2026)
The Monte Carlo Method and New Device and Architectural Techniques for Accelerating It
par: Petangoda, Janith, et autres
Publié: (2025)
par: Petangoda, Janith, et autres
Publié: (2025)
torchsom: The Reference PyTorch Library for Self-Organizing Maps
par: Berthier, Louis, et autres
Publié: (2025)
par: Berthier, Louis, et autres
Publié: (2025)
A Dynamic-Growing Fuzzy-Neuro Controller, Application to a 3PSP Parallel Robot
par: Jalaeian-Farimani, Mohsen, et autres
Publié: (2026)
par: Jalaeian-Farimani, Mohsen, et autres
Publié: (2026)
A Multi-granularity Concept Sparse Activation and Hierarchical Knowledge Graph Fusion Framework for Rare Disease Diagnosis
par: Zhang, Mingda, et autres
Publié: (2025)
par: Zhang, Mingda, et autres
Publié: (2025)
Bridging Industrial Expertise and XR with LLM-Powered Conversational Agents
par: Tomkou, Despina, et autres
Publié: (2025)
par: Tomkou, Despina, et autres
Publié: (2025)
ORPHEAS: A Cross-Lingual Greek-English Embedding Model for Retrieval-Augmented Generation
par: Livieris, Ioannis E., et autres
Publié: (2026)
par: Livieris, Ioannis E., et autres
Publié: (2026)
Phase-Coded Memory and Morphological Resonance: A Next-Generation Retrieval-Augmented Generator Architecture
par: Saklakov, Denis V.
Publié: (2025)
par: Saklakov, Denis V.
Publié: (2025)
Eventprop training for efficient neuromorphic applications
par: Shoesmith, Thomas, et autres
Publié: (2025)
par: Shoesmith, Thomas, et autres
Publié: (2025)
Automating Feedback Analysis in Surgical Training: Detection, Categorization, and Assessment
par: Nasriddinov, Firdavs, et autres
Publié: (2024)
par: Nasriddinov, Firdavs, et autres
Publié: (2024)
Multi-Fidelity Physics-Informed Neural Networks with Bayesian Uncertainty Quantification and Adaptive Residual Learning for Efficient Solution of Parametric Partial Differential Equations
par: Imanov, Olaf Yunus Laitinen
Publié: (2026)
par: Imanov, Olaf Yunus Laitinen
Publié: (2026)
Splitwise: Collaborative Edge-Cloud Inference for LLMs via Lyapunov-Assisted DRL
par: Younesi, Abolfazl, et autres
Publié: (2025)
par: Younesi, Abolfazl, et autres
Publié: (2025)
CNN-LSTM Hybrid Model for AI-Driven Prediction of COVID-19 Severity from Spike Sequences and Clinical Data
par: Cheohen, Caio, et autres
Publié: (2025)
par: Cheohen, Caio, et autres
Publié: (2025)
Alternating Bi-Objective Optimization for Explainable Neuro-Fuzzy Systems
par: Khaled, Qusai, et autres
Publié: (2026)
par: Khaled, Qusai, et autres
Publié: (2026)
SQuARE: Structured Query & Adaptive Retrieval Engine For Tabular Formats
par: Gondhalekar, Chinmay, et autres
Publié: (2025)
par: Gondhalekar, Chinmay, et autres
Publié: (2025)
Dueling DDQN-Based Adaptive Multi-Objective Handover Optimization for LEO Satellite Networks
par: Chou, Po-Heng, et autres
Publié: (2026)
par: Chou, Po-Heng, et autres
Publié: (2026)
A Computational Approach to Modeling Conversational Systems: Analyzing Large-Scale Quasi-Patterned Dialogue Flows
par: Ammar, Mohamed Achref Ben, et autres
Publié: (2025)
par: Ammar, Mohamed Achref Ben, et autres
Publié: (2025)
Multi-Agent Object Detection Framework Based on Raspberry Pi YOLO Detector and Slack-Ollama Natural Language Interface
par: Kalušev, Vladimir, et autres
Publié: (2026)
par: Kalušev, Vladimir, et autres
Publié: (2026)
Say the Mission, Execute the Swarm: Agent-Enhanced LLM Reasoning in the Web-of-Drones
par: Iannoli, Andrea, et autres
Publié: (2026)
par: Iannoli, Andrea, et autres
Publié: (2026)
Socio-cognitive agent-oriented evolutionary algorithm with trust-based optimization
par: Urbańczyk, Aleksandra, et autres
Publié: (2025)
par: Urbańczyk, Aleksandra, et autres
Publié: (2025)
Neuromorphic Online Clustering and Its Application to Spike Sorting
par: Smith, James E.
Publié: (2025)
par: Smith, James E.
Publié: (2025)
Physics-Driven AI Correction in Laser Absorption Sensing Quantification
par: Kang, Ruiyuan, et autres
Publié: (2024)
par: Kang, Ruiyuan, et autres
Publié: (2024)
Generating Natural-Language Surgical Feedback: From Structured Representation to Domain-Grounded Evaluation
par: Nasriddinov, Firdavs, et autres
Publié: (2025)
par: Nasriddinov, Firdavs, et autres
Publié: (2025)
AI Agents-as-Judge: Automated Assessment of Accuracy, Consistency, Completeness and Clarity for Enterprise Documents
par: Dasgupta, Sudip, et autres
Publié: (2025)
par: Dasgupta, Sudip, et autres
Publié: (2025)
Documents similaires
-
Autonomous AI Agents for Real-Time Affordable Housing Site Selection: Multi-Objective Reinforcement Learning Under Regulatory Constraints
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026) -
PatchFormer: A Patch-Based Time Series Foundation Model with Hierarchical Masked Reconstruction and Cross-Domain Transfer Learning for Zero-Shot Multi-Horizon Forecasting
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026) -
Strategic Doctrine Language Models (sdLM): A Learning-System Framework for Doctrinal Consistency and Geopolitical Forecasting
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026) -
EdgeSpike: Spiking Neural Networks for Low-Power Autonomous Sensing in Edge IoT Architectures
par: Lundstrom-Imanov, Gustav Olaf Yunus Laitinen-Fredriksson, et autres
Publié: (2026) -
Urban Spatio-Temporal Foundation Models for Climate-Resilient Housing: Scaling Diffusion Transformers for Disaster Risk Prediction
par: Imanov, Olaf Yunus Laitinen, et autres
Publié: (2026)