Search Results - shahin+nazarian

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2018-131 - Providing Higher Performance and Energy Efficiency with Processing-in-Memory (PIM)

Big data analytics Abstract USC researchers have developed an optimization technique that finds the best data location scheme for PIM systems. This technique improves both performance and energy consumption. Experimental results demonstrate that this technique improves system performance by 9.8x and achieves a 2.3x energy reductions, compared to...

Published: 12/12/2025 Inventor(s): Paul Bogdan, Shahin Nazarian, Yao Xiao
Keywords(s):  
Category(s): Physical Sciences & Engineering > AI, Software & Computing

2024-105 - GAHLS: AI-Guided High-Level Synthesis for Automated FPGA/ASIC Accelerator Generation

Market Opportunity There is a growing need for high-performance, low-latency, and energy-efficient hardware in autonomous systems, robotics, brain-machine interfaces, edge AI, and cyber-physical systems. Existing HLS tools often fail to efficiently exploit parallelism, optimize memory bandwidth, or generate domain-specific accelerator architectures...

Published: 2/3/2026 Inventor(s): Paul Bogdan, Shahin Nazarian, Yao Xiao
Keywords(s):  
Category(s): Physical Sciences & Engineering > AI, Software & Computing