47 citations · 64 across the 5 of their papers we have counts for
3 papers · 1 filter
Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing
Yang Ni, Danny Abraham, Mariam Issa +3
Reinforcement Learning (RL) has opened up new opportunities to enhance existing smart systems that generally include a complex decision-making process. However, modern RL algorithm…
DeepSketch: A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression
Jisung Park, Jeoggyun Kim, Yeseong Kim +2
Data reduction in storage systems is becoming increasingly important as an effective solution to minimize the management cost of a data center. To maximize data-reduction efficienc…
SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation
Behnam Khaleghi, Sahand Salamat, Anthony Thomas +3
Hyperdimensional computing (HD) is an emerging paradigm for machine learning based on the evidence that the brain computes on high-dimensional, distributed, representations of data…