by Ingrid Fadelli | Aug 4, 2020 | Computer Sciences, Machine learning & AI, TECHXPLORE
Network science is an academic field that aims to unveil the structure and dynamics behind networks, such as telecommunication, computer, biological and social networks. One of the fundamental problems that network scientists have been trying to solve in recent years...
by Ingrid Fadelli | Aug 4, 2020 | MEDICALXPRESS, Neuroscience, Psychology & Psychiatry
Human and animal brains can represent events in time and space in fascinating ways, for instance, by accessing a chronology of events that happened in the past via stimuli perceived by the senses. In the human brain, spatial and temporal dimensions of events are...
by Ingrid Fadelli | Aug 4, 2020 | Computer Sciences, Hi Tech & Innovation, Machine learning & AI, TECHXPLORE
In recent years, machine learning algorithms have attained remarkable results in a variety of tasks, including the classification of both images and audio files. A class of algorithms that has proven to be particularly promising are deep neural networks (DNNs) that...
by Ingrid Fadelli | Aug 4, 2020 | Computer Sciences, Machine learning & AI, TECHXPLORE
In order for robots to be used in a wide variety of settings, they need to be able to communicate seamlessly with humans. In recent years, researchers have thus been developing increasingly advanced computational models that could allow robots to process human...
by Ingrid Fadelli | Aug 4, 2020 | Electronics & Semiconductors, Machine learning & AI, TECHXPLORE
Neuromorphic computing entails building architectures inspired by elements of the human brain, such as neural organization and synapses. These architectures have proved to be highly promising and advantageous for a number of applications, as they can have both memory...
