Achieving Robust Generalization for Wireless Channel Estimation Neural Networks by Designed Training Data

Autor: Luan, Dianxin, Thompson, John

In this paper, we propose a method to design the training data that can support robust generalization of trained neural networks to unseen channels. The proposed design that improves the generalization is described and analysed. It avoids the require

Externí odkaz: http://arxiv.org/abs/2302.02302

Enhancing Associative Learning in Rats With a Computationally Designed Training Protocol

Autor: Zhang, Xu O., Zhang, Yili, Cho, Claire E., Engelke, Douglas S., Smolen, Paul, Byrne, John H., Do-Monte, Fabricio H.

Publikováno v: In Biological Psychiatry Global Open Science January 2024 4(1):165-181

Enhancing Associative Learning in Rats With a Computationally Designed Training Protocol.

Autor: Zhang XO; Department of Neurobiology and Anatomy, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas., Zhang Y; Department of Neurobiology and Anatomy, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas., Cho CE; Department of Neurobiology and Anatomy, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas., Engelke DS; Department of Neurobiology and Anatomy, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas., Smolen P; Department of Neurobiology and Anatomy, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas., Byrne JH; Department of Neurobiology and Anatomy, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas., Do-Monte FH; Department of Neurobiology and Anatomy, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, Texas.

Publikováno v: Biological psychiatry global open science [Biol Psychiatry Glob Open Sci] 2023 Aug 01; Vol. 4 (1), pp. 165-181. Date of Electronic Publication: 2023 Aug 01 (Print Publication: 2024).

A randomized controlled trial on the impact of a specialized training program on anxiety and perceived pain in infertile women undergoing hysterosalpingography

Autor: Zahra Daneshfar, Shahideh Jahanian Sadatmahalleh, Seyedeh Zahra Hosseini, Fatemeh Alhani, Firouzeh Ahmadi, Atefeh Omrani

Publikováno v: Scientific Reports, Vol 14, Iss 1, Pp 1-8 (2024)

Abstract Hysterosalpingography (HSG) is a minimally invasive procedure that can be painful. This study aimed to examine the impact of a tailored training program on anxiety and perceived pain intensity in infertile women undergoing HSG. This research

Externí odkaz: https://doaj.org/article/96f46c83d5af4423a58ae3d7653be078

A newly designed training tool for microvascular anastomosis techniques: Microvascular Practice Card

Autor: Matsumura, Nobuhisa, Hayashi, Nakamasa, Hamada, Hideo, Shibata, Takashi, Horie, Yukio, Endo, Shunrou

Publikováno v: In Surgical Neurology 2009 71(5):616-620