Michal Pinos

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Neural Architecture

Bayesian Inference

Basis Functions

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Genet. Program. Evolvable Mach.

Publications

Michal Pinos, Lukás Sekanina, Vojtech Mrazek
ApproxDARTS: Differentiable Neural Architecture Search with Approximate Multipliers. CoRR (2024)
Michal Pinos, Vojtech Mrazek, Filip Vaverka, Zdenek Vasícek, Lukás Sekanina
Acceleration Techniques for Automated Design of Approximate Convolutional Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
Michal Pinos, Vojtech Mrazek, Lukás Sekanina
Prediction of Inference Energy on CNN Accelerators Supporting Approximate Circuits. DDECS (2023)
Michal Pinos, Vojtech Mrazek, Lukás Sekanina
Evolutionary approximation and neural architecture search. Genet. Program. Evolvable Mach. 23 (3) (2022)
Michal Pinos, Vojtech Mrazek, Lukás Sekanina
Evolutionary Neural Architecture Search Supporting Approximate Multipliers. CoRR (2021)
Michal Pinos, Vojtech Mrazek, Lukás Sekanina
Evolutionary Neural Architecture Search Supporting Approximate Multipliers. EuroGP (2021)