Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content. To access these options, along with all other subscription benefits, please contact [email protected] or view our subscription options here: http://subscriptions.risk.net/subscribe. It is generally based on artificial neural networks with representation learning, a technique that automatically discovers feature representations from raw data. When it comes to the prediction (via ANN) of such indices and values, the accuracy is enhanced through the use of hidden layers and more training variables. Consequently, it has been seen that artificial neural networks which are capable of producing successful solutions for semi-structural and non-structural problems, can be used effectively in evaluating and forecasting banking crises. Companies are registered in England and Wales with company registration numbers 09232733 & 04699701. Alternatively you can request an individual account here: Best Digital B2B Publishing Company 2016, 2017 & 2018, National Asset-Liability Management Global, FinTech RegTech Global Supervisory Summit, Central Banking FinTech & RegTech Global Awards, Developing Scenario Segmentation and Anomaly Detection Models, Lawmakers propose reducing Bank Indonesia’s independence, Information drives transatlantic policy spillovers – ECB paper, ECB will consider dropping market neutrality – Lagarde, SF Fed’s Daly calls for major action on US inequality, Turkish central bank tries to tighten policy without hiking rates, UK government could give BoE ‘green’ asset holding remit – official, Fed mulls action on short-term funding markets, G20 delays decision on poor countries’ debt relief, Central bank refinancing greatly lowers banking risk – ECB paper, Banking sector resilience ‘likely to be tested’ – IMF’s Adrian, Token-based CBDC poses security risks – BoC paper, Marshall Islands readies to make waves in digital currency, RBA sees no immediate need for retail CBDC, FSB weighs impact of growing big tech dominance, BoE looks to gain better understanding of AI, Bankruptcies could trigger ‘protracted’ unemployment – BIS research, Spanish governor in favour of extending support to non-financial firms, IMF warns of permanent economic damage from Covid-19, Samuel Brittan (1933–2020): A master of his trade, SNB head to face council over sexism allegations – media reports, IMF expands flexible credit line with Colombia, Covid-19 fails to interrupt asset diversification – survey, Taiwanese central bank asks for smaller dollar trades, China starts public trials of experimental CBDC, ‘Wear and tear’ the main reason for banknote exchange, Covid-19 may survive 28 days on banknotes and payment cards, Counterfeits rise with issuance on multiple substrates, http://subscriptions.centralbanking.com/subscribe, https://www.infopro-insight.com/terms-conditions/insight-subscriptions/, Lagarde calls on governments to prolong fiscal support, Milgrom and Wilson share economics Nobel Prize, Austrian paper estimates effects of European helicopter money, Machine learning algorithms could increase ethnic bias – research, Bank of Finland research looks at ECB’s effects on eurozone equities, The Central Banking Awards 2020 virtual ceremony, California Privacy Rights – Do not sell my information.