Cecilia De la Parra

ProxSim: GPU-based Simulation Framework for Cross-Layer Approximate DNN Optimization

Cecilia De la Parra, Andre Guntoro, Akash Kumar · 2020 · 37 citations

Computing, Computer Engineering, Computer Science +17

Next Generation Arithmetic for Edge Computing

Andre Guntoro, Cecilia De la Parra, Farhad Merchant et al. · 2020 · 28 citations

Computing, Computer Science, High-performance Computing +14

Improving approximate neural networks for perception tasks through specialized optimization

Cecilia De la Parra, Andre Guntoro, Akash Kumar · Future Generation Computer Systems · 2020 · 18 citations

Computing, Computer Science, Artificial Intelligence +9

Efficient FeFET Crossbar Accelerator for Binary Neural Networks

Taha Soliman, Ricardo Olivo, Tobias Kirchner et al. · 2020 · 13 citations

Engineering, Computer Engineering, Computer Science +17

A Novel DRAM-Based Process-in-Memory Architecture and its Implementation for CNNs

Chirag Sudarshan, Taha Soliman, Cecilia De la Parra et al. · 2021 · 11 citations

Computing, Computer Engineering, Computer Science +16