Nikhil Pratap Ghanathe

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Computationally Expensive

Supervised Machine Learning

Convolutional Neural Networks

Top Venues

Publications

Nikhil Pratap Ghanathe, Steve Wilton
QUTE: Quantifying Uncertainty in TinyML models with Early-exit-assisted ensembles. CoRR (2024)
Nikhil Pratap Ghanathe, Steve Wilton
T-RecX: Tiny-Resource Efficient Convolutional neural networks with early-eXit. CF (2023)
Nikhil Pratap Ghanathe, Steve Wilton
T-RECX: Tiny-Resource Efficient Convolutional Neural Networks with Early-Exit. CoRR (2022)
Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications. FPL (2021)
Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications. CoRR (2021)