< Terug naar vorige pagina
Onderzoeker
Linyan Mei
- Disciplines:Nanotechnologie, Sensoren, biosensoren en slimme sensoren, Andere elektrotechniek en elektronica, Ontwerptheorieën en -methoden
Affiliaties
- Elektronische Circuits en Systemen (ECS) (Afdeling)
Lid
Vanaf1 aug 2020 → Heden - Afdeling ESAT - MICAS, Micro-elektronica en Sensoren (Afdeling)
Lid
Vanaf1 sep 2018 → 31 jul 2020
Projecten
1 - 1 of 1
- Exploratie van de ontwerpruimte voor deep learning hardwareversnellersVanaf31 aug 2018 → 24 aug 2023Financiering: Eigen Middelen zoals patrimonium, inschrijvingsgelden, giften, ....
Publicaties
1 - 10 van 13
- Design Space Exploration of Deep Learning Accelerators(2023)
Auteurs: Linyan Mei, Marian Verhelst
- TinyVers: A Tiny Versatile System-on-Chip With State-Retentive eMRAM for ML Inference at the Extreme Edge(2023)
Auteurs: Vikram Jain, Linyan Mei, Marian Verhelst
Pagina's: 1 - 12 - Stream: A Modeling Framework for Fine-grained Layer Fusion on Multi-core DNN Accelerators(2023)
Auteurs: Arne Symons, Linyan Mei, Pouya Houshmand, Marian Verhelst
Pagina's: 355 - 357Aantal pagina's: 3 - TinyVers: A 0.8-17 TOPS/W, 1.7 μW-20 mW, Tiny Versatile System-on-chip with State-Retentive eMRAM for Machine Learning Inference at the Extreme Edge(2022)
Auteurs: Vikram Jain, Jaro De Roose, Linyan Mei, Marian Verhelst
Aantal pagina's: 2 - Taxonomy and Benchmarking of Precision-Scalable MAC Arrays Under Enhanced DNN Dataflow Representation(2022)
Auteurs: Linyan Mei, Marian Verhelst
Pagina's: 2013 - 2024 - A Uniform Latency Model for DNN Accelerators with Diverse Architectures and Dataflows(2022)
Auteurs: Linyan Mei, Marian Verhelst
Pagina's: 220 - 225 - Hardware-Efficient Residual Neural Network Execution in Line-Buffer Depth-First Processing(2021)
Auteurs: Pouya Houshmand, Linyan Mei, Marian Verhelst
Pagina's: 690 - 700 - ZigZag: Enlarging Joint Architecture-Mapping Design Space Exploration for DNN Accelerators(2021)
Auteurs: Linyan Mei, Pouya Houshmand, Vikram Jain, Marian Verhelst
Pagina's: 1160 - 1174 - Analyzing the Energy-Latency-Area-Accuracy Trade-off Across Contemporary Neural Networks(2021)
Auteurs: Vikram Jain, Linyan Mei, Marian Verhelst
Aantal pagina's: 4 - LOMA: Fast Auto-Scheduling on DNN Accelerators through Loop-Order-based Memory Allocation(2021)
Auteurs: Arne Symons, Linyan Mei, Marian Verhelst
Pagina's: 1 - 4