Compressing Recurrent Neural Networks for FPGA-accelerated Implementation in Fluorescence Lifetime Imaging
- Ismail Erbas
- Vikas Pandey
- et al.
- 2024
- NeurIPS 2024
Aporva Amarnath is a Research Scientist at IBM Research in the Efficient and Resilient Systems group. She is currently working on memory-centric architectures for privacy preserving applications, co-design of heterogeneous architectures and schedulers for them. Her research interests lie in building efficient computer architectures and memory systems for emerging technologies and applications.
She completed her Ph.D. in 2021 in Electrical and Computer Engineering from the University of Michigan under Prof. Ronald Dreslinski's guidance.