Scholar
Ananda Samajdar
Google Scholar ID: DTjuNM8AAAAJ
Staff Research Scientist, IBM Research
Citations & Impact
Citations
2,309
H-index
14
i10-index
17
Publications
20
Co-authors
36
list available
Publications
Resume (English only)
Academic Achievements
- Co-authored the book 'Data orchestration in deep learning accelerators' (Synthesis Lectures on Computer Architecture, 2020).
- Published 'AIRCHITECT: Automating Hardware Architecture and Mapping Optimization' at DATE 2023.
- Published 'Self-Adaptive Reconfigurable Arrays (SARA): Using ML to Assist Scaling GEMM Acceleration' at DAC 2022.
- Published 'Genesys: Enabling continuous learning through neural network evolution in hardware' at MICRO 2018; Finalist, ACM Student Research Competition (ASPLOS 2018).
- Published 'A systematic methodology for characterizing scalability of DNN accelerators using SCALE-Sim' at ISPASS 2020.
- Published 'SIGMA: A Sparse and Irregular GEMM Accelerator with Flexible Interconnects for DNN Training' at HPCA 2020; Winner of Best Paper Award.
- Published 'MAERI: Enabling Flexible Dataflow Mapping over DNN Accelerators via Programmable Interconnects' at ASPLOS 2018; Honorable Mention, IEEE MICRO Top Picks 2019.
- Published 'Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision' at ISCA 2018; Honorable Mention, IEEE MICRO Top Picks 2019.
