Steven Colleman

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Scheduling Algorithm

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Steven Colleman, Man Shi, Marian Verhelst
COAC: Cross-layer Optimization of Accelerator Configurability for Efficient CNN Processing. CoRR (2024)
Steven Colleman, Arne Symons, Victor J. B. Jung, Marian Verhelst
Optimizing Layer-Fused Scheduling of Transformer Networks on Multi-accelerator Platforms. ISQED (2024)
Man Shi, Steven Colleman, Charlotte VanDeMieroop, Antony Joseph, Maurice Meijer, Wim Dehaene, Marian Verhelst
CMDS: Cross-layer Dataflow Optimization for DNN Accelerators Exploiting Multi-bank Memories. CoRR (2024)
Steven Colleman, Arne Symons, Victor J. B. Jung, Marian Verhelst
Optimizing Layer-Fused Scheduling of Transformer Networks on Multi-accelerator Platforms. CoRR (2024)
Steven Colleman, Man Shi, Marian Verhelst
COAC: Cross-Layer Optimization of Accelerator Configurability for Efficient CNN Processing. IEEE Trans. Very Large Scale Integr. Syst. 31 (7) (2023)
Arne Symons, Linyan Mei, Steven Colleman, Pouya Houshmand, Sebastian Karl, Marian Verhelst
Stream: A Modeling Framework for Fine-grained Layer Fusion on Multi-core DNN Accelerators. ISPASS (2023)
Man Shi, Steven Colleman, Charlotte VanDeMieroop, Antony Joseph, Maurice Meijer, Wim Dehaene, Marian Verhelst
CMDS: Cross-layer Dataflow Optimization for DNN Accelerators Exploiting Multi-bank Memories. ISQED (2023)
Arne Symons, Linyan Mei, Steven Colleman, Pouya Houshmand, Sebastian Karl, Marian Verhelst
Towards Heterogeneous Multi-core Accelerators Exploiting Fine-grained Scheduling of Layer-Fused Deep Neural Networks. CoRR (2022)
Steven Colleman, Peter Zhu, Wei Sun, Marian Verhelst
Optimizing Accelerator Configurability for Mobile Transformer Networks. AICAS (2022)
Steven Colleman, Marian Verhelst
High-Utilization, High-Flexibility Depth-First CNN Coprocessor for Image Pixel Processing on FPGA. IEEE Trans. Very Large Scale Integr. Syst. 29 (3) (2021)
Steven Colleman, Thomas Verelst, Linyan Mei, Tinne Tuytelaars, Marian Verhelst
Processor Architecture Optimization for Spatially Dynamic Neural Networks. VLSI-SoC (2021)