Copertina

STEMS: Spatial-Temporal Mapping For Spiking Neural Networks

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Eissa, Sherif, Stuijk, Sander, De Putter, Floran, Nardi-Dei, Andrea, Corradi, Federico, Corporaal, Henk
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Neural and Evolutionary Computing Artificial Intelligence Hardware Architecture Distributed, Parallel, and Cluster Computing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

NeuroRing: Scaling Spiking Neural Networks via Multi-FPGA Bidirectional Ring Topologies and Stream-Dataflow Architectures
di: Hafiz, Muhammad Ihsan Al, et al.
Pubblicazione: (2026)

Neuromorphic Computing: A Theoretical Framework for Time, Space, and Energy Scaling
di: Aimone, James B
Pubblicazione: (2025)

Wireless Sensor Networks as Parallel and Distributed Hardware Platform for Artificial Neural Networks
di: Serpen, Gursel
Pubblicazione: (2025)

MAC-DO: An Efficient Output-Stationary GEMM Accelerator for CNNs Using DRAM Technology
di: Jeong, Minki, et al.
Pubblicazione: (2022)

NeuraChip: Accelerating GNN Computations with a Hash-based Decoupled Spatial Accelerator
di: Shivdikar, Kaustubh, et al.
Pubblicazione: (2024)

RUBICON: A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers
di: Singh, Gagandeep, et al.
Pubblicazione: (2022)

Sparse Spiking Neural-like Membrane Systems on Graphics Processing Units
di: Hernández-Tello, Javier, et al.
Pubblicazione: (2024)

Assessing the Performance of Analog Training for Transfer Learning
di: Fagbohungbe, Omobayode, et al.
Pubblicazione: (2025)

FPGA Innovation Research in the Netherlands: Present Landscape and Future Outlook
di: Alachiotis, Nikolaos, et al.
Pubblicazione: (2025)

OpenRASE: Service Function Chain Emulation
di: Krishnamohan, Theviyanthan, et al.
Pubblicazione: (2025)

Towards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum
di: Ullah, Amjad, et al.
Pubblicazione: (2025)

E2ATST: A Temporal-Spatial Optimized Energy-Efficient Architecture for Training Spiking Transformer
di: Ma, Yunhao, et al.
Pubblicazione: (2025)

Enabling Time-Aware Priority Traffic Management over Distributed FPGA Nodes
di: Scionti, Alberto, et al.
Pubblicazione: (2025)

TT-Edge: A Hardware-Software Co-Design for Energy-Efficient Tensor-Train Decomposition on Edge AI
di: Kwak, Hyunseok, et al.
Pubblicazione: (2025)

The DEEP-ER project: I/O and resiliency extensions for the Cluster-Booster architecture
di: Kreuzer, Anke, et al.
Pubblicazione: (2019)

An Evaluation and Comparison of GPU Hardware and Solver Libraries for Accelerating the OPM Flow Reservoir Simulator
di: Qiu, Tong Dong, et al.
Pubblicazione: (2023)

SLIM: A Heterogeneous Accelerator for Edge Inference of Sparse Large Language Model via Adaptive Thresholding
di: Xu, Weihong, et al.
Pubblicazione: (2025)

COMET: A Framework for Modeling Compound Operation Dataflows with Explicit Collectives
di: Negi, Shubham, et al.
Pubblicazione: (2025)

MVDRAM: Enabling GeMV Execution in Unmodified DRAM for Low-Bit LLM Acceleration
di: Kubo, Tatsuya, et al.
Pubblicazione: (2025)

PAM: Processing Across Memory Hierarchy for Efficient KV-centric LLM Serving System
di: Liu, Lian, et al.
Pubblicazione: (2026)

RAPID-Graph: Recursive All-Pairs Shortest Paths Using Processing-in-Memory for Dynamic Programming on Graphs
di: Chen, Yanru, et al.
Pubblicazione: (2025)

Chopper: A Multi-Level GPU Characterization Tool & Derived Insights Into LLM Training Inefficiency
di: Kurzynski, Marco, et al.
Pubblicazione: (2025)

Towards Compute-Aware In-Switch Computing for LLMs Tensor-Parallelism on Multi-GPU Systems
di: Zhang, Chen, et al.
Pubblicazione: (2026)

Efficient deadlock avoidance for 2D mesh NoCs that use OQ or VOQ routers
di: Papaphilippou, Philippos, et al.
Pubblicazione: (2023)

DCRA: A Distributed Chiplet-based Reconfigurable Architecture for Irregular Applications
di: Orenes-Vera, Marcelo, et al.
Pubblicazione: (2023)

LFOC: A Lightweight Fairness-Oriented Cache Clustering Policy for Commodity Multicores
di: García-García, Adrián, et al.
Pubblicazione: (2024)

FlexVector: A SpMM Vector Processor with Flexible VRF for GCNs on Varying-Sparsity Graphs
di: Li, Bohan, et al.
Pubblicazione: (2026)

Sequence-Aware Split Heuristic to Mitigate SM Underutilization in FlashAttention-3 Low-Head-Count Decoding
di: Font, Martí Llopart, et al.
Pubblicazione: (2026)

iHAC: A Hybrid Cluster Architecture for Enhanced Performance and Resilience
di: Muntaka, Siddique Abubakr, et al.
Pubblicazione: (2026)

NetSmith: An Optimization Framework for Machine-Discovered Network Topologies
di: Green, Conor, et al.
Pubblicazione: (2024)

SpArch: Efficient Architecture for Sparse Matrix Multiplication
di: Zhang, Zhekai, et al.
Pubblicazione: (2020)

Navigating the Landscape of Distributed File Systems: Architectures, Implementations, and Considerations
di: Pan, Xueting, et al.
Pubblicazione: (2024)

Knowledge-Guided Attention-Inspired Learning for Task Offloading in Vehicle Edge Computing
di: Ma, Ke, et al.
Pubblicazione: (2025)

Efficient MoE Serving in the Memory-Bound Regime: Balance Activated Experts, Not Tokens
di: Yu, Yanpeng, et al.
Pubblicazione: (2025)

Design in Tiles: Automating GEMM Deployment on Tile-Based Many-PE Accelerators
di: Shen, Aofeng, et al.
Pubblicazione: (2025)

FengHuang: Next-Generation Memory Orchestration for AI Inferencing
di: Li, Jiamin, et al.
Pubblicazione: (2025)

Evaluating Rapid Makespan Predictions for Heterogeneous Systems with Programmable Logic
di: Wilhelm, Martin, et al.
Pubblicazione: (2025)

Context-aware Simopt-Power: Using structural data with simulation metadata to optimise FPGA designs
di: Wadhwa, Eashan, et al.
Pubblicazione: (2026)

Accelerating Triangle Counting with Real Processing-in-Memory Systems
di: Asquini, Lorenzo, et al.
Pubblicazione: (2025)

PULSAR: Simultaneous Many-Row Activation for Reliable and High-Performance Computing in Off-the-Shelf DRAM Chips
di: Yuksel, Ismail Emir, et al.
Pubblicazione: (2023)