Nimish Shah
Title
Cited by
Cited by
Year
Runtime programmable and memory bandwidth optimized FPGA-based coprocessor for deep convolutional neural network
N Shah, P Chaudhari, K Varghese
IEEE transactions on neural networks and learning systems 29 (12), 5922-5934, 2018
262018
Problp: A framework for low-precision probabilistic inference
N Shah, LIG Olascoaga, W Meert, M Verhelst
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
132019
Towards hardware-aware tractable learning of probabilistic models
LI Galindez Olascoaga, W Meert, N Shah, M Verhelst, G Van den Broeck
Advances in Neural Information Processing Systems 32 (NeurIPS) 32, 2019
102019
Discriminative bias for learning probabilistic sentential decision diagrams
LIG Olascoaga, W Meert, N Shah, G Van den Broeck, M Verhelst
International Symposium on Intelligent Data Analysis, 184-196, 2020
42020
Acceleration of probabilistic reasoning through custom processor architecture
N Shah, LIG Olascoaga, W Meert, M Verhelst
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 322-325, 2020
42020
On hardware-aware probabilistic frameworks for resource constrained embedded applications
LIG Olascoaga, W Meert, N Shah, G Van den Broeck, M Verhelst
Proceedings of the NeurIPS Workshop on Energy Efficient Machine Learning and …, 2019
12019
PRU: Probabilistic Reasoning processing Unit for resource-efficient AI
NS Shah, LI Galindez Olascoaga, W Meert, M Verhelst
Hot Chips: A Symposium on High Performance Chips, Date: 2019/08/18-2019/08 …, 2019
12019
GRAPHOPT: constrained optimization-based parallelization of irregular graphs
N Shah, W Meert, M Verhelst
arXiv preprint arXiv:2105.01976, 2021
2021
9.4 PIU: A 248GOPS/W Stream-Based Processor for Irregular Probabilistic Inference Networks Using Precision-Scalable Posit Arithmetic in 28nm
N Shah, LIG Olascoaga, S Zhao, W Meert, M Verhelst
2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 150-152, 2021
2021
Dynamic Complexity Tuning for Hardware-Aware Probabilistic Circuits
LIG Olascoaga, W Meert, N Shah, M Verhelst
IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile …, 2020
2020
On hardware-aware probabilistic frameworks for resource constrained embedded applications
LI Galindez Olascoaga, W Meert, N Shah, G Van den Broeck, M Verhelst
5thWorkshop on Energy Efficient Machine Learning and Cognitive Computing, Co …, 2019
2019
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