Sukbin Lim

Orcid: 0000-0001-5743-4852

According to our database1, Sukbin Lim authored at least 10 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
LPU: A Latency-Optimized and Highly Scalable Processor for Large Language Model Inference.
CoRR, 2024

A 38.5TOPS/W Point Cloud Neural Network Processor with Virtual Pillar and Quadtree-based Workload Management for Real-Time Outdoor BEV Detection.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2024

ACane: An Efficient FPGA-based Embedded Vision Platform with Accumulation-as-Convolution Packing for Autonomous Mobile Robots.
Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023
T-PIM: An Energy-Efficient Processing-in-Memory Accelerator for End-to-End On-Device Training.
IEEE J. Solid State Circuits, March, 2023

JNPU: A 1.04TFLOPS Joint-DNN Training Processor with Speculative Cyclic Quantization and Triple Heterogeneity on Microarchitecture / Precision / Dataflow.
Proceedings of the 49th IEEE European Solid State Circuits Conference, 2023

2022
Unsupervised learning for robust working memory.
PLoS Comput. Biol., 2022

Design of Processing-in-Memory With Triple Computational Path and Sparsity Handling for Energy-Efficient DNN Training.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

T-PIM: A 2.21-to-161.08TOPS/W Processing-In-Memory Accelerator for End-to-End On-Device Training.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2022

2012
Noise Tolerance of Attractor and Feedforward Memory Models.
Neural Comput., 2012

2010
Noise-induced transitions in slow wave neuronal dynamics.
J. Comput. Neurosci., 2010


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