3 citations · 6 across the 5 of their papers we have counts for
5 papers
Information encoding and decoding in in-vitro neural networks on micro electrode arrays through stimulation timing
Trym A. E. Lindell, Ola H. Ramstad, Ionna Sandvig +2
A primary challenge in utilizing in-vitro biological neural networks for computations is finding good encoding and decoding schemes for inputting and decoding data to and from the…
Assessment and manipulation of the computational capacity of in vitro neuronal networks through criticality in neuronal avalanches
Kristine Heiney, Ola Huse Ramstad, Ioanna Sandvig +2
In this work, we report the preliminary analysis of the electrophysiological behavior of in vitro neuronal networks to identify when the networks are in a critical state based on t…
Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity
Kristine Heiney, Vibeke Devold Valderhaug, Ioanna Sandvig +4
Novel computing hardwares are necessary to keep up with today's increasing demand for data storage and processing power. In this research project, we turn to the brain for inspirat…
A general representation of dynamical systems for reservoir computing
Sidney Pontes-Filho, Anis Yazidi, Jianhua Zhang +5
Dynamical systems are capable of performing computation in a reservoir computing paradigm. This paper presents a general representation of these systems as an artificial neural net…
DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks
Gustavo Borges Moreno e Mello, Vibeke Devold Valderhaug, Sidney Pontes-Filho +3
In the brain, the structure of a network of neurons defines how these neurons implement the computations that underlie the mind and the behavior of animals and humans. Provided tha…