62 citations · 95 across the 19 of their papers we have counts for
3 papers · 1 filter
Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework
Ting-Ru Lin, Drew Penney, Massoud Pedram +1
Machine learning applied to architecture design presents a promising opportunity with broad applications. Recent deep reinforcement learning (DRL) techniques, in particular, enable…
Hybrid Cell Assignment and Sizing for Power, Area, Delay Product Optimization of SRAM Arrays
Ghasem Pasandi, Raghav Mehta, Massoud Pedram +1
Memory accounts for a considerable portion of the total power budget and area of digital systems. Furthermore, it is typically the performance bottleneck of the processing units. T…
Approximate Logic Synthesis: A Reinforcement Learning-Based Technology Mapping Approach
Ghasem Pasandi, Shahin Nazarian, Massoud Pedram
Approximate Logic Synthesis (ALS) is the process of synthesizing and mapping a given Boolean network to a library of logic cells so that the magnitude/rate of error between outputs…