The neuroconnectionist research programme

A Doerig, RP Sommers, K Seeliger… - Nature Reviews …, 2023 - nature.com
Artificial neural networks (ANNs) inspired by biology are beginning to be widely used to
model behavioural and neural data, an approach we call 'neuroconnectionism'. ANNs have …

Beta-band oscillations—signalling the status quo?

AK Engel, P Fries - Current opinion in neurobiology, 2010 - Elsevier
In this review, we consider the potential functional role of beta-band oscillations, which at
present is not yet well understood. We discuss evidence from recent studies on top-down …

Temporal coding in spiking neural networks with alpha synaptic function

IM Comsa, K Potempa, L Versari… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
We propose a spiking neural network model that encodes information in the relative timing
of individual neuron spikes and performs classification using the first output neuron to spike …

The magical number 4 in short-term memory: A reconsideration of mental storage capacity

N Cowan - Behavioral and brain sciences, 2001 - cambridge.org
Miller (1956) summarized evidence that people can remember about seven chunks in short-
term memory (STM) tasks. However, that number was meant more as a rough estimate and …

Dynamic predictions: oscillations and synchrony in top–down processing

AK Engel, P Fries, W Singer - Nature Reviews Neuroscience, 2001 - nature.com
Classical theories of sensory processing view the brain as a passive, stimulus-driven device.
By contrast, more recent approaches emphasize the constructive nature of perception …

A measure for brain complexity: relating functional segregation and integration in the nervous system.

G Tononi, O Sporns, GM Edelman - … of the National Academy of Sciences, 1994 - pnas.org
In brains of higher vertebrates, the functional segregation of local areas that differ in their
anatomy and physiology contrasts sharply with their global integration during perception …

[HTML][HTML] Neuronal synchrony: a versatile code for the definition of relations?

W Singer - Neuron, 1999 - cell.com
Most of our knowledge about the functional organization of neuronal systems is based on
the analysis of the firing patterns of individual neurons that have been recorded one by one …

Hippocampal spatial view cells for memory and navigation, and their underlying connectivity in humans

ET Rolls - Hippocampus, 2023 - Wiley Online Library
Hippocampal and parahippocampal gyrus spatial view neurons in primates respond to the
spatial location being looked at. The representation is allocentric, in that the responses are …

Cross-frequency coupling supports multi-item working memory in the human hippocampus

N Axmacher, MM Henseler, O Jensen… - Proceedings of the …, 2010 - pnas.org
Recent findings indicate that the hippocampus supports not only long-term memory
encoding but also plays a role in working memory (WM) maintenance of multiple items; …

The variable discharge of cortical neurons: implications for connectivity, computation, and information coding

MN Shadlen, WT Newsome - Journal of neuroscience, 1998 - jneurosci.org
Cortical neurons exhibit tremendous variability in the number and temporal distribution of
spikes in their discharge patterns. Furthermore, this variability appears to be conserved over …