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A mean field theory learning algorithm for neural networks

Based on t he Boltzmann Machine concept, we derive alear ning algorithm in which time-consuming stochastic measurementsof correlations a re replaced by solutions to dete rminist ic mean fieldtheory equ ations. T he method is applied to t he XOR (exclusive-or ),encoder, and line sym metry problems with substantial success. Weobserve speedup facto rs ranging from 10 to 30 for these ap plicat ionsand

Challenges in providing individual travel support in public transport to maintain mobility

The overall aim of this research project is to investigate whether new service value interventions on an individual level can lead to maintained or even increased mobility through ageing, but also to identify reduced costs for society (e.g. costs for transport services) and a transition from private car use to more sustainable transport. The purpose of this study is therefore to identify challenge

The Later Life Audio and Radio Co-operative: considering radio as a technology to promote citizen dialogue in later life

The Later Life Audio and Radio Co-operative (LLARC) is an England-widenetwork of older content creators, age-inclusive radio stations,third sector organisations, local authorities and academics workingon ageing issues. The co-operative was established in 2019 as anoutcome from a participatory action research project. Aiming topromote talk-based content created by older adults, the LLARCadvocates f

Bordering Principles and Integration in Urban Context

In this paper we reflect on how bordering emerge in urban integration processes in relation to two geopolitical belongings. The paper emanates from a performative dialogic event, labelled Lund Irbid Parallel Walk connecting two geopolitical regions: one in Europe through the city of Lund in the South of Sweden, and one in the Middle East that is Irbid located in the North of Jordan. Here, we refle

Gender by design : Performativity and Consumer Packaging

Mass-produced consumer packages are everyday objects that almost go unnoticed. However, by claiming things such as the essence of femininity or masculinity, they affect us and are co-creators of our reality. Based on visual ethnography, this article traces the representation of gender on mass-produced packaging during a time when male privilege is being challenged and female visual objectification

Rites for Modern Man: New Practices in Sweden

This article offers a new perspective on the use of ritual and tradition in contemporary Sweden. Urbanization, immigration, cultural pluralism, the capitalist market system, changing conditions for women, the influence of mass media, and individualism are all characteristic of the social condition of modernity that have radically changed the context of ritual and transformed traditional patterns.