Hardware-aware Automated AI for Efficient Deep Learning across Hybrid Deployments: Current Landscape and Future DirectionsKaoutar El Maghraoui2021ISPASS 2021
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and InferenceManuel Le GalloCorey Liam Lammieet al.2023APL Mach. Learn.
Multi-objective Hardware-Aware Neural Architecture Search with Pareto Rank-preserving Surrogate ModelsHadjer BenmezianeHamza Ouarnoughiet al.2023ACM TACO
Hardware-Aware Neural Architecture Search: Survey and TaxonomyHadjer BenmezianeKaoutar El Maghraouiet al.2021IJCAI 2021
How to Model the Training and Inference of Analog-Based In-Memory Computing (AIMC) SystemsCorey Liam LammieManuel Le Galloet al.2024ISCAS 2024
Scaling Foundation Models: Paving the Future Path for Enterprise AIKaoutar El Maghraoui2023IEEE ADACIS 2023
5th IBM IEEE CAS/EDS AI Compute Symposium (AICS'22) [Education]Rajiv JoshiKaoutar El Maghraouiet al.2023IEEE Circuits and Systems Magazine
Towards an immortal operating system in virtual environmentsJoefon JannR.Sarma Burugulaet al.2014Parallel Computing