Shruti Kulkarni

Opportunities for neuromorphic computing algorithms and applications

Catherine D. Schuman, Shruti Kulkarni, Maryam Parsa et al. · Nature Computational Science · 2022 · 1K citations · Full text

Computing, Computer Science, Computer Systems +10

Spiking neural networks for handwritten digit recognition—Supervised learning and network optimization

Shruti Kulkarni, Bipin Rajendran · Neural Networks · 2018 · 161 citations

Computing, Computer Science, Computer Vision +15

Building Brain-Inspired Computing Systems: Examining the Role of Nanoscale Devices

S. R. Nandakumar, Shruti Kulkarni, Anakha V Babu et al. · IEEE Nanotechnology Magazine · 2018 · 47 citations

Engineering, Computer Science, Computer Systems +17

Predictive Analysis to Improve Crop Yield using a Neural Network Model

Shruti Kulkarni, Shah Nawaz Mandal, Gopal Sharma et al. · 2018 · 44 citations

Agriculture, Agronomy, Crop Sciences +17

Benchmarking the performance of neuromorphic and spiking neural network simulators

Shruti Kulkarni, Maryam Parsa, J. Parker Mitchell et al. · Neurocomputing · 2021 · 27 citations · Full text

Engineering, Computer Engineering, Computer Systems +10