32 citations · 45 across the 3 of their papers we have counts for
4 papers
The World Model Planning Accelerator (WMPA): Hardware-Algorithm Co-Design for Embedded AI in Robotics
Prerana Ramkumar, Suhas Suresh Bharadwaj, Fazal Hameed
Embedded AI is moving from perception to prediction. Robots now use world models$\unicode{x2014}$learned simulators that predict the outcome of candidate actions in a compressed la…
DNA Pre-alignment Filter using Processing Near Racetrack Memory
Fazal Hameed, Asif Ali Khan, Sebastien Ollivier +2
Recent DNA pre-alignment filter designs employ DRAM for storing the reference genome and its associated meta-data. However, DRAM incurs increasingly high energy consumption backgro…
Generalized Data Placement Strategies for Racetrack Memories
Asif Ali Khan, Andres Goens, Fazal Hameed +1
Ultra-dense non-volatile racetrack memories (RTMs) have been investigated at various levels in the memory hierarchy for improved performance and reduced energy consumption. However…
ShiftsReduce: Minimizing Shifts in Racetrack Memory 4.0
Asif Ali Khan, Fazal Hameed, Robin Blaesing +2
Racetrack memories (RMs) have significantly evolved since their conception in 2008, making them a serious contender in the field of emerging memory technologies. Despite key techno…