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Researcher
Vikram Jain
- 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 → 9 Sep 2022 - ESAT - MICAS, Microelectronics and Sensors (Division)
Member
From10 Sep 2018 → 31 Jul 2020
Projects
1 - 1 of 1
- Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine LearningFrom4 Sep 2018 → 2 May 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 11
- Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning(2023)
Authors: Vikram Jain, Marian Verhelst, Peter Karsmakers
- TinyVers: A Tiny Versatile System-on-Chip With State-Retentive eMRAM for ML Inference at the Extreme Edge(2023)
Authors: Vikram Jain, Linyan Mei, Marian Verhelst
Pages: 1 - 12 - DIANA: An End-to-End Hybrid DIgital and ANAlog Neural Network SoC for the Edge(2023)
Authors: Vikram Jain, Kodai Ueyoshi, Marian Verhelst
Pages: 203 - 215 - TinyVers: A 0.8-17 TOPS/W, 1.7 μW-20 mW, Tiny Versatile System-on-chip with State-Retentive eMRAM for Machine Learning Inference at the Extreme Edge(2022)
Authors: Vikram Jain, Jaro De Roose, Linyan Mei, Marian Verhelst
Number of pages: 2 - DIANA: An End-to-End Energy-Efficient Digital and ANAlog Hybrid Neural Network SoC(2022)
Authors: Kodai Ueyoshi, Pouya Houshmand, Giuseppe Sarda, Vikram Jain, Marian Verhelst
Number of pages: 3 - Enabling real-time object detection on low cost FPGAs(2022)
Authors: Vikram Jain, Marian Verhelst
Pages: 217 - 229 - Efficient Execution of Temporal Convolutional Networks for Embedded Keyword Spotting(2021)
Authors: Vikram Jain, Marian Verhelst
Pages: 1 - 9 - ZigZag: Enlarging Joint Architecture-Mapping Design Space Exploration for DNN Accelerators(2021)
Authors: Linyan Mei, Pouya Houshmand, Vikram Jain, Marian Verhelst
Pages: 1160 - 1174 - Analyzing the Energy-Latency-Area-Accuracy Trade-off Across Contemporary Neural Networks(2021)
Authors: Vikram Jain, Linyan Mei, Marian Verhelst
Number of pages: 4 - Variable-Rate VLSI Architecture for 400-Gb/s Hard-Decision Product Decoder(2021)
Authors: Vikram Jain
Pages: 25 - 34