Researcher
Nimish Shirishbhai Shah
- Disciplines:Nanotechnology, Sensors, biosensors and smart sensors, Other electrical and electronic engineering, Design theories and methods
Affiliations
- Electronic Circuits and Systems (ECS) (Division)
Member
From1 Aug 2020 → 31 Jan 2023 - ESAT - MICAS, Microelectronics and Sensors (Division)
Member
From26 Oct 2017 → 31 Jul 2020
Publications
1 - 10 of 11
- Efficient Execution of Irregular Dataflow Graphs: Hardware/Software Co-optimization for Probabilistic AI and Sparse Triangular Systems(2023)
Authors: Nimish Shirishbhai Shah, Marian Verhelst, Wannes Meert
- GRAPHOPT: constrained-optimization-based parallelization of irregular graphs(2022)
Authors: Nimish Shirishbhai Shah, Wannes Meert, Marian Verhelst
Pages: 3321 - 3332 - DPU: DAG Processing Unit for Irregular Graphs With Precision-Scalable Posit Arithmetic in 28 nm(2022)
Authors: Nimish Shirishbhai Shah, Shirui Zhao, Wannes Meert, Marian Verhelst
Pages: 1 - 11 - Discrete Samplers for Approximate Inference in Probabilistic Machine learning(2022)
Authors: Shirui Zhao, Nimish Shirishbhai Shah, Wannes Meert, Marian Verhelst
Pages: 1221 - 1226 - Dynamic Complexity Tuning for Hardware-Aware Probabilistic Circuits(2021)
Authors: Laura Isabel Galindez Olascoaga, Wannes Meert, Nimish Shirishbhai Shah, Marian Verhelst
Pages: 283 - 295 - PIU: A 248GOPS/W Stream-Based Processor for Irregular Probabilistic Inference Networks Using Precision-Scalable Posit Arithmetic in 28nm(2021)
Authors: Nimish Shirishbhai Shah, Shirui Zhao, Wannes Meert, Marian Verhelst
Pages: 1 - 3 - Discriminative Bias for Learning Probabilistic Sentential Decision Diagrams(2020)
Authors: Laura Isabel Galindez Olascoaga, Wannes Meert, Nimish Shirishbhai Shah, Marian Verhelst
Pages: 184 - 196 - Acceleration of probabilistic reasoning through custom processor architecture(2020)
Authors: Nimish Shirishbhai Shah, Laura Isabel Galindez Olascoaga, Wannes Meert, Marian Verhelst
Pages: 322 - 325 - Towards Hardware-Aware Tractable Learning of Probabilistic Models(2019)
Authors: Laura Isabel Galindez Olascoaga, Wannes Meert, Nimish Shirishbhai Shah, Marian Verhelst
- ProbLP: A framework for low-precision probabilistic inference(2019)
Authors: Nimish Shirishbhai Shah, Laura Isabel Galindez Olascoaga, Wannes Meert, Marian Verhelst
Pages: 190:1 - 6