Deep learning in neural networks: An overview

J Schmidhuber - Neural networks, 2015 - Elsevier
In recent years, deep artificial neural networks (including recurrent ones) have won
numerous contests in pattern recognition and machine learning. This historical survey …

From “sense of number” to “sense of magnitude”: The role of continuous magnitudes in numerical cognition

T Leibovich, N Katzin, M Harel… - Behavioral and Brain …, 2017 - cambridge.org
In this review, we are pitting two theories against each other: the more accepted theory, the
number sense theory, suggesting that a sense of number is innate and non-symbolic …

[PDF][PDF] Theory of mind may have spontaneously emerged in large language models

M Kosinski - arxiv preprint arxiv:2302.02083, 2023 - arxiv.org
Theory of mind (ToM), or the ability to impute unobservable mental states to others, is central
to human social interactions, communication, empathy, self-consciousness, and morality …

Evaluating large language models in theory of mind tasks

M Kosinski - Proceedings of the National Academy of Sciences, 2024 - pnas.org
Eleven large language models (LLMs) were assessed using 40 bespoke false-belief tasks,
considered a gold standard in testing theory of mind (ToM) in humans. Each task included a …

The secret life of predictive brains: what's spontaneous activity for?

G Pezzulo, M Zorzi, M Corbetta - Trends in cognitive sciences, 2021 - cell.com
Brains at rest generate dynamical activity that is highly structured in space and time. We
suggest that spontaneous activity, as in rest or dreaming, underlies top-down dynamics of …

The neuronal code for number

A Nieder - Nature Reviews Neuroscience, 2016 - nature.com
Humans and non-human primates share an elemental quantification system that resides in a
dedicated neural network in the parietal and frontal lobes. In this cortical network,'number …

Sensory-integration system rather than approximate number system underlies numerosity processing: A critical review

T Gebuis, RC Kadosh, W Gevers - Acta psychologica, 2016 - Elsevier
It is widely accepted that human and nonhuman species possess a specialized system to
process large approximate numerosities. The theory of an evolutionarily ancient …

Learning-induced reorganization of number neurons and emergence of numerical representations in a biologically inspired neural network

PK Mistry, A Strock, R Liu, G Young… - Nature Communications, 2023 - nature.com
Abstract Number sense, the ability to decipher quantity, forms the foundation for
mathematical cognition. How number sense emerges with learning is, however, not known …

Spontaneous perception of numerosity in humans

GM Cicchini, G Anobile, DC Burr - Nature communications, 2016 - nature.com
Humans, including infants, and many other species have a capacity for rapid, nonverbal
estimation of numerosity. However, the mechanisms for number perception are still not clear; …

When time is space: Evidence for a mental time line

M Bonato, M Zorzi, C Umiltà - Neuroscience & Biobehavioral Reviews, 2012 - Elsevier
Time and space are tightly linked in the physical word. Recently, several lines of evidence
have suggested that the mental representation of time might be spatial in nature. For …