1 citations · 1 across the 2 of their papers we have counts for
5 papers
On the visual analytic intelligence of neural networks
Stanisław Woźniak, Hlynur Jónsson, Giovanni Cherubini +2
Visual oddity task was conceived as a universal ethnic-independent analytic intelligence test for humans. Advancements in artificial intelligence led to important breakthroughs, ye…
Towards efficient end-to-end speech recognition with biologically-inspired neural networks
Thomas Bohnstingl, Ayush Garg, Stanisław Woźniak +3
Automatic speech recognition (ASR) is a capability which enables a program to process human speech into a written form. Recent developments in artificial intelligence (AI) have led…
Learning in Deep Neural Networks Using a Biologically Inspired Optimizer
Giorgia Dellaferrera, Stanislaw Wozniak, Giacomo Indiveri +2
Plasticity circuits in the brain are known to be influenced by the distribution of the synaptic weights through the mechanisms of synaptic integration and local regulation of synap…
Online Spatio-Temporal Learning in Deep Neural Networks
Thomas Bohnstingl, Stanisław Woźniak, Wolfgang Maass +2
Biological neural networks are equipped with an inherent capability to continuously adapt through online learning. This aspect remains in stark contrast to learning with error back…
Deep learning incorporating biologically-inspired neural dynamics
Stanisław Woźniak, Angeliki Pantazi, Thomas Bohnstingl +1
Neural networks have become the key technology of artificial intelligence and have contributed to breakthroughs in several machine learning tasks, primarily owing to advances in de…