Soroosh Khoram

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Breadth First Search

Approximate Nearest Neighbor Search

Adaptive Quantization

Top Venues

IEEE Comput. Archit. Lett.

Publications

Soroosh Khoram, Kyle Daruwalla, Mikko H. Lipasti
Energy-Efficient Bayesian Inference Using Bitstream Computing. IEEE Comput. Archit. Lett. 22 (1) (2023)
Soroosh Khoram, Jing Li
TOCO: A Framework for Compressing Neural Network Models Based on Tolerance Analysis. CoRR (2019)
Soroosh Khoram, Stephen J. Wright, Jing Li
Interleaved Composite Quantization for High-Dimensional Similarity Search. CoRR (2019)
Jialiang Zhang, Soroosh Khoram, Jing Li
Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA. CVPR (2018)
Soroosh Khoram, Jialiang Zhang, Maxwell Strange, Jing Li
Accelerating Graph Analytics by Co-Optimizing Storage and Access on an FPGA-HMC Platform. FPGA (2018)
Soroosh Khoram, Yue Zha, Jing Li
An Alternative Analytical Approach to Associative Processing. IEEE Comput. Archit. Lett. 17 (2) (2018)
Soroosh Khoram, Jing Li
Adaptive Quantization of Neural Networks. ICLR (Poster) (2018)
Jialiang Zhang, Soroosh Khoram, Jing Li
Boosting the Performance of FPGA-based Graph Processor using Hybrid Memory Cube: A Case for Breadth First Search. FPGA (2017)
Soroosh Khoram, Yue Zha, Jialiang Zhang, Jing Li
Challenges and Opportunities: From Near-memory Computing to In-memory Computing. ISPD (2017)
Soroosh Khoram, Jialiang Zhang, Maxwell Strange, Jing Li
Accelerating Large-Scale Graph Analytics with FPGA and HMC. FCCM (2017)