Haik Manukian

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 11

Top Topics

Classical Logic

Unsupervised Learning

Boltzmann Machines

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

J. Mach. Learn. Res.

Publications

Haik Manukian, Massimiliano Di Ventra
Mode-Assisted Joint Training of Deep Boltzmann Machines. CoRR (2021)
Judith Clymo, Adrià Gascón, Brooks Paige, Nathanaël Fijalkow, Haik Manukian
Data Generation for Neural Programming by Example. AISTATS (2020)
Yan Ru Pei, Haik Manukian, Massimiliano Di Ventra
Generating Weighted MAX-2-SAT Instances with Frustrated Loops: an RBM Case Study. J. Mach. Learn. Res. 21 (2020)
Haik Manukian, Yan Ru Pei, Sean R. B. Bearden, Massimiliano Di Ventra
Mode-Assisted Unsupervised Learning of Restricted Boltzmann Machines. CoRR (2020)
Judith Clymo, Haik Manukian, Nathanaël Fijalkow, Adrià Gascón, Brooks Paige
Data Generation for Neural Programming by Example. CoRR (2019)
Yan Ru Pei, Haik Manukian, Massimiliano Di Ventra
Generating Weighted MAX-2-SAT Instances of Tunable Difficulty with Frustrated Loops. CoRR (2019)
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Accelerating deep learning with memcomputing. Neural Networks 110 (2019)
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Accelerating Deep Learning with Memcomputing. CoRR (2018)
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Memcomputing Numerical Inversion With Self-Organizing Logic Gates. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Sean R. B. Bearden, Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Instantons in self-organizing logic gates. CoRR (2017)
Haik Manukian, Fabio L. Traversa, Massimiliano Di Ventra
Memcomputing Numerical Inversion with Self-Organizing Logic Gates. CoRR (2016)