Susmita Dey Manasi
University of Minnesota-Twin Cities
H-index: 6
North America-United States
Top articles of Susmita Dey Manasi
An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators
arXiv preprint arXiv:2308.12120
2023/8/23
Performance Analysis of DNN Inference/Training with Convolution and non-Convolution Operations
arXiv preprint arXiv:2306.16767
2023/6/29
Reusing GEMM hardware for efficient execution of depthwise separable convolution on ASIC-based DNN accelerators
2023/1/16
Susmita Dey Manasi
H-Index: 2
A Unified Engine for Accelerating GNN Weighting/Aggregation Operations, with Efficient Load Balancing and Graph-Specific Caching
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2022/12/27
Physically accurate learning-based performance prediction of hardware-accelerated ml algorithms
2022/9/12
Hadi Esmaeilzadeh
H-Index: 31
Soroush Ghodrati
H-Index: 3
Joon Kyung Kim
H-Index: 5
Susmita Dey Manasi
H-Index: 2
Ziqing Zeng
H-Index: 3
GNNIE: GNN inference engine with load-balancing and graph-specific caching
2022/7/10
Efficient Computation of Deep Neural Workloads on Domain-Specific Custom Accelerator Platforms
2022
Susmita Dey Manasi
H-Index: 2
VeriGOOD-ML: An open-source flow for automated ML hardware synthesis
2021/11/1
Fast and efficient constraint evaluation of analog layout using machine learning models
2021/1/18
DeepOpt: Optimized scheduling of CNN workloads for ASIC-based systolic deep learning accelerators
2021/1/18
Susmita Dey Manasi
H-Index: 2
SeFAct2: Selective feature activation for energy-efficient CNNs using optimized thresholds
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2020/8/13
NeuPart: Using analytical models to drive energy-efficient partitioning of CNN computations on cloud-connected mobile clients
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2020/6/10
Susmita Dey Manasi
H-Index: 2
Farhana Sharmin Snigdha
H-Index: 4
Co-Authors
