Deep learning for cognitive neuroscience

KR Storrs, N Kriegeskorte - arXiv preprint arXiv:1903.01458, 2019 - arxiv.org
… human cognition and its implementation in the brain will require both cognitive-level …
Here we focus on the latter, and invite cognitive neuroscientists to incorporate these models …

A deep learning framework for neuroscience

BA Richards, TP Lillicrap, P Beaudoin, Y Bengio… - … neuroscience, 2019 - nature.com
… When the classical framework for systems neuroscience was developed, we … neuroscience
and artificial intelligence (AI) 8,9,10 . The rise of deep learning as a leading machine-learning

[HTML][HTML] Toward an integration of deep learning and neuroscience

AH Marblestone, G Wayne, KP Kording - … computational neuroscience, 2016 - frontiersin.org
… to neuroscience. We will argue here, however, that neuroscience and machine learning are
… Three aspects of machine learning are particularly important in the context of this paper. First…

If deep learning is the answer, what is the question?

A Saxe, S Nelli, C Summerfield - Nature Reviews Neuroscience, 2021 - nature.com
neuroscience research in the age of deep learning. We discuss the conceptual and
methodological challenges of comparing behaviour, learning … have emerged for neuroscience as …

Cognitive computational neuroscience

N Kriegeskorte, PK Douglas - Nature neuroscience, 2018 - nature.com
… As a result, cognitive science and cognitive neuroscience parted ways in the 1990s. … Some
of the most important recent advances are driven by deep neural network models, composed …

Salience models: A computational cognitive neuroscience review

S Krasovskaya, WJ MacInnes - Vision, 2019 - mdpi.com
… power of deep learning neural networks; however… deep-learning architectures, and discuss
the models from the point of view of their contribution to computational cognitive neuroscience

Deep learning in computational neuroscience

S Saxena, S Paul, A Garg, A Saikia… - … Machine Learning in …, 2020 - igi-global.com
… architecture of deep models inspired by neuroscience. Further, it … This section describes
different deep learning architectures … 5) Cognitive neuroscience: It is the study of the biological …

Deep neural networks in computational neuroscience

TC Kietzmann, P McClure, N Kriegeskorte - BioRxiv, 2017 - biorxiv.org
Deep learning allows computational neuroscientists to make this thought experiment a
simulated reality. Investigations of which aspects of the simulated world are crucial to render the …

Using neuroscience to develop artificial intelligence

S Ullman - Science, 2019 - science.org
… As far as I know, Cresceptron is the first deep learning network for 3D worlds. Ullman's …
-like learning and cognition" limits brain functions to only cognition. AI and neuroscience papers …

[图书][B] Cognitive development and cognitive neuroscience: The learning brain

U Goswami - 2019 - taylorfrancis.com
… a deeper understanding of the subject matter. Cognitive Development and Cognitive
Neuroscience … and cognitive psychology, education, language and the learning sciences. It will …