
GitHub - kaitlinmgili/qnbm
Code for running the Quantum Neuron Born Machine (QNBM) from [Gili. et al Introducing Non-Linear Activations into Quantum Generative Models. 2022. doi: 10.48550/ARXIV.2205.14506] on the IBM Statevector Simulator as well as Quantinuum's H1 Hardware via Microsoft Q#.
[2302.00788v1] Generative Modeling with Quantum Neurons
Feb 1, 2023 · In this work, we make a considerable leap forward by providing an extensive deep dive into the QNBM's potential as a generative model. We first demonstrate that the QNBM's network representation makes it non-trivial to be classically efficiently simulated.
Introducing Non-Linear Activations into Quantum Generative …
May 28, 2022 · After introducing the QNBM, we investigate how its performance depends on network size, by training a 3-layer QNBM with 4 output neurons and various input and hidden layer sizes. We then compare our non-linear QNBM …
MNBM - Super Monkey Ball 2 - YouTube
MNBM - Super Monkey Ball 2 Ep. 05 [FINALE!] - Pool Hall Flunkies.
[2302.00788] Generative Modeling with Quantum Neurons
In this work, we make a considerable leap forward by providing an extensive deep dive into the QNBM’s potential as a generative model. We first demonstrate that the QNBM’s network representation makes it non-trivial to be classically efficiently simulated.
(PDF) Generative Modeling with Quantum Neurons - ResearchGate
Feb 1, 2023 · In this work, we make a considerable leap forward by providing an extensive deep dive into the QNBM's potential as a generative model. We first demonstrate that the QNBM's network representation...
Introducing nonlinear activations into quantum generative models
In this paper we explore the effect of these dynamics in quantum generative modeling by introducing a model that adds nonlinear activations via a neural network structure onto the standard Born machine framework—the quantum neuron Born machine (QNBM).
RBM and QNBM learning performance on a discrete Gaussian …
We see that the QNBM outperforms the RBM by a 75.3x improvement factor. The recently proposed Quantum Neuron Born Machine (QNBM) has demonstrated quality initial performance as the first quantum...
电机参数中力矩单位kgf.cm,Nm,mNm表示的含义 - CSDN博客
Feb 11, 2023 · 如果是资料中的 60~120 单位是N.m,那么就相当于 600~1200N.dm,这就相当于60kg-120kg的物体,很明显这种情况是不合适的(正常人扭动一个螺丝不可能相当于一个200斤的人在离轴10cm的地方的力),况且螺丝刀的半径也不可能达到10cm。 文章浏览阅读1.7w次。 扭矩力矩单位的计算转换_mnm是什么单位.
qnbm/README.md at main · kaitlinmgili/qnbm · GitHub
Code for running the Quantum Neuron Born Machine (QNBM) from [Gili. et al Introducing Non-Linear Activations into Quantum Generative Models. 2022. doi: 10.48550/ARXIV.2205.14506] on the IBM Statevector Simulator as well as Quantinuum's H1 Hardware via Microsoft Q#.