129 citations · 462 across the 26 of their papers we have counts for
4 papers · 1 filter
RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks
Alberto Marchisio, Vojtech Mrazek, Andrea Massa +3
Neural Architecture Search (NAS) algorithms aim at finding efficient Deep Neural Network (DNN) architectures for a given application under given system constraints. DNNs are comput…
Designing Approximate Arithmetic Circuits with Combined Error Constraints
Milan Češka, Jiří Matyáš, Vojtech Mrazek +1
Approximate circuits trading the power consumption for the quality of results play a key role in the development of energy-aware systems. Designing complex approximate circuits is,…
Optimization of BDD-based Approximation Error Metrics Calculations
Vojtech Mrazek
Software methods introduced for automated design of approximate implementations of arithmetic circuits rely on fast and accurate evaluation of approximate candidate implementations…
ArithsGen: Arithmetic Circuit Generator for Hardware Accelerators
Jan Klhufek, Vojtech Mrazek
Generators of arithmetic circuits can automatically deliver various implementations of arithmetic circuits that show different tradeoffs between the key circuit parameters (delay,…