Opportunities and Limitations of Emerging Analog in-Memory Compute DNN Architectures
Pouya Houshmand, Stefan Cosemans, Linyan Mei, Ioannis A. Papistas, Debjyoti Bhattacharjee, Peter Debacker, Arindam Mallik, Diederik Verkest, Marian Verhelst
Abstract
sponsorship: This work was supported by the Flemish Government (AI Research Program), the EU ERC research programme, grant nr. 715037 and the FWO-Vlaanderen. (Flemish Government (AI Research Program), EU ERC research programme|715037, FWO-Vlaanderen, European Research Council (ERC)|715037)
Topics & Concepts
Computer scienceComputer architectureAdvanced Data Storage TechnologiesAdvanced Memory and Neural ComputingParallel Computing and Optimization Techniques