Hebbian learning

Ebook "Neural networks and information theory" includes content: Intruduction, information theory and statistics, hebbian kearning, anti hebbian learning, objective function methods, identifying independent sources,... and other contentes.

204p haojiubujain07 20-09-2023 6 4   Download

In the ¯rst phase, the suppression of the existing network connections as a consequence of the acute stress modeled and in the second phase relaxing the suppression by giving some time and starting a new learning of the decision making in accordance to presence of stress starts again.

20p redemption 20-12-2021 6 0   Download

Histone modifications play important roles in gene regulation, heredity, imprinting, and many human diseases. The histone code is complex and consists of more than 100 marks. Therefore, biologists need computational tools to characterize general signatures representing the distributions of tens of chromatin marks around thousands of regions.

18p viconnecticut2711 28-10-2020 12 0   Download

An algorithm based on the Generalized Hebbian Algorithm is described that allows the singular value decomposition of a dataset to be learned based on single observation pairs presented serially. The algorithm has minimal memory requirements, and is therefore interesting in the natural language domain, where very large datasets are often used, and datasets quickly become intractable. The technique is demonstrated on the task of learning word and letter bigram pairs from text.

8p bunthai_1 06-05-2013 62 2   Download

As game developers a few years from now, we may look back at current generation AI with astonishment and possibly with a hint of nostalgia. We will notice the extreme simplicity of the systems and behaviours we created, asking ourselves whether it was in fact by design or more by necessity. More importantly, we will be surprised by the amount of time taken to prototype such AI.

279p banhkem0908 24-11-2012 63 6   Download