Variational neural annealing M Hibat-Allah, EM Inack, R Wiersema, RG Melko, J Carrasquilla Nature Machine Intelligence 3 (11), 952-961, 2021 | 70 | 2021 |
Localized nonlinear excitations in diffusive Hindmarsh-Rose neural networks FM Moukam Kakmeni, EM Inack, EM Yamakou Physical Review E 89 (5), 052919, 2014 | 42 | 2014 |
Self-learning projective quantum Monte Carlo simulations guided by restricted Boltzmann machines S Pilati, EM Inack, P Pieri Physical Review E 100 (4), 043301, 2019 | 33 | 2019 |
Projective quantum Monte Carlo simulations guided by unrestricted neural network states EM Inack, GE Santoro, L Dell'Anna, S Pilati Physical Review B 98 (23), 235145, 2018 | 33 | 2018 |
Simulated quantum annealing of double-well and multiwell potentials EM Inack, S Pilati Physical Review E 92 (5), 053304, 2015 | 22 | 2015 |
Understanding quantum tunneling using diffusion Monte Carlo simulations EM Inack, G Giudici, T Parolini, G Santoro, S Pilati Physical Review A 97 (3), 032307, 2018 | 19 | 2018 |
Coherence resonance and stochastic synchronization in a small-world neural network: an interplay in the presence of spike-timing-dependent plasticity ME Yamakou, EM Inack Nonlinear Dynamics 111 (8), 7789-7805, 2023 | 16 | 2023 |
Neural annealing and visualization of autoregressive neural networks in the Newman–Moore model EM Inack, S Morawetz, RG Melko Condensed Matter 7 (2), 38, 2022 | 14 | 2022 |
Tunneling in projective quantum Monte Carlo simulations with guiding wave functions T Parolini, EM Inack, G Giudici, S Pilati Physical Review B 100 (21), 214303, 2019 | 10 | 2019 |
Ratcheting and energetic aspects of synchronization in coupled bursting neurons EM Yamakou, EM Inack, FM Moukam Kakmeni Nonlinear Dynamics 83, 541-554, 2016 | 8 | 2016 |
Quantum hypernetworks: Training binary neural networks in quantum superposition J Carrasquilla, M Hibat-Allah, E Inack, A Makhzani, K Neklyudov, ... arXiv preprint arXiv:2301.08292, 2023 | 4 | 2023 |
Variational annealing MH ALLAH, EM Inack, JFC ALVAREZ US Patent App. 17/547,690, 2022 | 1 | 2022 |
Variational Neural Annealing E Inack APS March Meeting Abstracts 2022, N32. 002, 2022 | | 2022 |
Variational neural annealing HA Mohamed, EM Inack, W Roeland, RG Melko, C Juan Nature Machine Intelligence 3 (11), 952-961, 2021 | | 2021 |
Self-learning projective quantum Monte Carlo simulations guided by restricted Boltzmann machines E Inack APS March Meeting Abstracts 2021, B21. 009, 2021 | | 2021 |
Simulating quantum annealing via projective quantum Monte Carlo algorithms EM Inack SISSA, 2018 | | 2018 |