Communication dynamics in complex brain networks

A Avena-Koenigsberger, B Misic… - Nature reviews …, 2018 - nature.com
Neuronal signalling and communication underpin virtually all aspects of brain activity and
function. Network science approaches to modelling and analysing the dynamics of …

From the neuron doctrine to neural networks

R Yuste - Nature reviews neuroscience, 2015 - nature.com
For over a century, the neuron doctrine—which states that the neuron is the structural and
functional unit of the nervous system—has provided a conceptual foundation for …

Artificial van der Waals hybrid synapse and its application to acoustic pattern recognition

S Seo, BS Kang, JJ Lee, HJ Ryu, S Kim, H Kim… - Nature …, 2020 - nature.com
Brain-inspired parallel computing, which is typically performed using a hardware neural-
network platform consisting of numerous artificial synapses, is a promising technology for …

Li-ion synaptic transistor for low power analog computing

EJ Fuller, FE Gabaly, F Léonard, S Agarwal… - Advanced Materials, 2016 - osti.gov
Nonvolatile redox transistors (NVRTs) based upon Li-ion battery materials are demonstrated
as memory elements for neuromorphic computer architectures with multi-level analog …

Memory and information processing in neuromorphic systems

G Indiveri, SC Liu - Proceedings of the IEEE, 2015 - ieeexplore.ieee.org
A striking difference between brain-inspired neuromorphic processors and current von
Neumann processor architectures is the way in which memory and processing is organized …

Brain networks and cognitive architectures

SE Petersen, O Sporns - Neuron, 2015 - cell.com
Most accounts of human cognitive architectures have focused on computational accounts of
cognition while making little contact with the study of anatomical structures and physiological …

Development of large-scale functional networks from birth to adulthood: A guide to the neuroimaging literature

DS Grayson, DA Fair - Neuroimage, 2017 - Elsevier
The development of human cognition results from the emergence of coordinated activity
between distant brain areas. Network science, combined with non-invasive functional …

A million spiking-neuron integrated circuit with a scalable communication network and interface

PA Merolla, JV Arthur, R Alvarez-Icaza, AS Cassidy… - Science, 2014 - science.org
Inspired by the brain's structure, we have developed an efficient, scalable, and flexible non–
von Neumann architecture that leverages contemporary silicon technology. To demonstrate …

The building blocks of a brain-inspired computer

JD Kendall, S Kumar - Applied Physics Reviews, 2020 - pubs.aip.org
Computers have undergone tremendous improvements in performance over the last 60
years, but those improvements have significantly slowed down over the last decade, owing …

Neurocompositional computing: From the central paradox of cognition to a new generation of ai systems

P Smolensky, R McCoy, R Fernandez, M Goldrick… - AI Magazine, 2022 - ojs.aaai.org
What explains the dramatic progress from 20th-century to 21st-century AI, and how can the
remaining limitations of current AI be overcome? The widely accepted narrative attributes …