Publications
Filter Publications: 2020 - 2022
Articles
International Journal Articles: 3
2021
- , A Reconfigurable Posit Tensor Unit with Variable-Precision Arithmetic and Automatic Data Streaming, article in Journal of Signal Processing Systems, to appear on 2021, Springer [bibTex]
- , A Compute Cache System for Signal Processing Applications, article in Journal of Signal Processing Systems, Apr. 2021, Springer [DOI Article link] [bibTex]
- , Compiler-Assisted Data Streaming for Regular Code Structures, article in IEEE Transactions on Computers vol. 70 (3) pp. 483-494, Mar. 2021, IEEE [DOI Article link] [bibTex] [PDF]
International Conferences: 10
2021
- , PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2021), Jun. 2021 [bibTex] [PDF]
- , Supporting RISC-V Performance Counters through Performance Analysis Tools for Linux (Perf), presented at 5th Workshop on Computer Architecture Research with RISC-V (CARRV 2021), Jun. 2021 [bibTex] [PDF]
- , Unlimited Vector Extension with Data Streaming Support, presented at International Symposium on Computer Architecture (ISCA), Jun. 2021 [DOI Article link] [bibTex] [PDF]
- , Packing and Fusing Narrow-Width Vector Operations for Energy-Efficient SIMD, presented at International Conference on High Performance Computing & Simulation (HPCS 2020), Mar. 2021 [bibTex] [PDF]
2020
- , Dynamic Fused Multiply-Accumulate Posit Unit With Variable Exponent Size For Low-Precision DSP Applications, presented at IEEE International Workshop on Signal Processing Systems (SIPS 2020), Oct. 2020 [bibTex] [PDF]
- , Application of Non-Conventional GPU DVFS on Deep Neural Networks, presented at International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2020), Sep. 2020 [bibTex] [PDF]
- , End-to-End Learning of Video Compression Using Spatio-Temporal Autoencoders, presented at IEEE International Workshop on Signal Processing Systems, Aug. 2020 [DOI Article link] [bibTex] [PDF]
- , Neighborhood-Aware Autoencoder for Missing Value Imputation, presented at 28th European Signal Processing Conference, Aug. 2020 [bibTex]
- , Reconfigurable Streaming Tensor Unit with Variable-Precision Posit Arithmetic, presented at 31st IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2020), Jul. 2020 [bibTex] [PDF]
- , Processing Convolutional Neural Networks on Cache, presented at International Conference on Acoustics, Speech, and Signal Processing (ICASSP2020), May. 2020 [bibTex] [PDF]
as Editors
Edited Proceedings: 1
2021
- , editors, Euro-Par 2021: Proceedings of the 27th International Conference on Parallel and Distributed Computing, Lecture Notes in Computer Science (LNCS) 12820, Sep. 2021, Springer [bibTex] [PDF]