Soroosh Khoram

Publications (10)

• Interleaved Composite Quantization for High-Dimensional Similarity Search (2019). arXiv preprint arXiv:1912.08756
• TOCO: A Framework for Compressing Neural Network Models Based on Tolerance Analysis (2019). arXiv preprint arXiv:1912.08792
• Efficient Large-scale Approximate Nearest Neighbor Search on the OpenCL-FPGA (2018). Conference on Computer Vision and Pattern Recognition (CVPR), Jun, 2018
• Adaptive Quantization of Neural Networks (2018). International Conference on Learning Representations (ICLR), April, 2018
• Accelerating Graph Analytics By Co-Optimizing Storage and Access on an FPGA-HMC Platform (2018). Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, ser. FPGA ‘18, Monterey, California, USA, Feb, 2018
• Computing Generalized Matrix Inverse on Spiking Neural Substrate (2018). Frontiers in neuroscience: Neuromorphic engineering, 12, 115
• An Alternative Analytical Approach to Associative Processing (Best of CAL) (2018). IEEE Computer Architecture Letters, 17, (2), 113-116
• Accelerating Large-Scale Graph Analytics with FPGA and HMC (Poster) (2017). 2017 IEEE 25th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), April, 2017
• Challenges and Opportunities: From Near-memory Computing to In-memory Computing (INVITED) (2017). Proceedings of the 2017 ACM on International Symposium on Physical Design, ser. ISPD ‘17, Portland, Oregon, USA, Mar, 2017
• Boosting the Performance of FPGA-based Graph Processor Using Hybrid Memory Cube: A Case for Breadth First Search (2017). Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, ser. FPGA ‘17, Monterey, California, USA, 2017