Anakha V Babu

Deep learning at the edge enables real-time streaming ptychographic imaging

Anakha V Babu, Tao Zhou, Saugat Kandel et al. · Nature Communications · 2023 · 48 citations · Full text

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 · 44 citations

Engineering, Computer Architecture, Nanocomputing +21

Demonstration of an AI-driven workflow for autonomous high-resolution scanning microscopy

Saugat Kandel, Tao Zhou, Anakha V Babu et al. · Nature Communications · 2023 · 31 citations · Full text

Stochastic learning in deep neural networks based on nanoscale PCMO device characteristics

Anakha V Babu, Sandip Lashkare, Udayan Ganguly et al. · Neurocomputing · 2018 · 15 citations

Deep Neural Networks, Engineering, Machine Learning +8

Spiking neural networks — Algorithms, hardware implementations and applications

Shruti Kulkarni, Anakha V Babu, Bipin Rajendran · 2017 · 13 citations

Hardware Demonstrations, Engineering, Neural Networks (Machine Learning) +15