2019) have been explored for this purpose mindful of feasible implementations, such as normalized input states, on a quantum computer. 2006) and the multiscale entanglement renormalization ansatz (MERA) (Vidal 2007) for quantum-inspired tensor network ML algorithms (Stoudenmire 2018 Reyes and Stoudenmire 2021 Wall and D’Aguanno 2021), there have been efforts to variationally train the generic unitary nodes in TNs to perform quantum machine learning (QML) on data-encoded qubits. In addition to applying TNs such as the tree tensor network (TTN) (Shi et al. This motivates the usage of such networks to perform discriminative tasks, in a manner similar to classical machine learning (ML) using neural networks with layers like convolution and pooling that perform sequential feature abstraction to reduce the dimension and to obtain a hierarchical representation of the data (Levine et al. Some tensor networks allow for interpretations of coarse-grained states at increasing levels of the network as a renormalization group or scale transformation that retains information necessary to understand the physics on longer length scales (Evenbly and Vidal 2009 Bridgeman and Chubb 2017). Many tensor network topologies are designed to represent the low-energy states of physically realistic systems by capturing certain entanglement entropy and correlation scalings of the state generated by the network (Evenbly and Vidal 2011 Eisert 2013 Convy et al. All submissions must include relevant flair.Tensor networks (TNs) are compact data structures engineered to efficiently approximate certain classes of quantum states used in the study of quantum many-body systems. Using/asking for help with cracked/pirated clients will result in a ban from all FTB subreddits.Content creators must follow these new rules.Posts and links for money and donations will be removed unless for registered charities and the mods are provided proof that all the money will be given to the organization(s).Finding others to play with belong in /r/MinecraftBuddies All Crashes/Issues go to #player-help in our Discord (for all issues, not just crashes). Post Server Ads (Hosting & Wanted) in /r/feedthebeastservers.It will only be allowed if a healthy discussion can come out of it Do not spam (this includes memes, low-effort posts, and reposts).Send them straight to the mod's developers or post to the appropriate bug trackers (includes mods and launchers) Do not expose any exploits or bugs here. Anything sexually explicit, obscene or offensive will be subject to removal and a ban from all FTB subreddits
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |