Literature DB >> 30283241

Blending computational and experimental neuroscience.

Patricia S Churchland1, Terrence J Sejnowski2,3.   

Abstract

The launch of the United States' BRAIN Initiative brings with it a new era in systems neuroscience that is being driven by innovative neurotechnologies, increases in computational power and network-style artificial intelligence. A new conceptual framework for understanding cognitive behaviours based on the dynamical patterns of activity in large populations of neurons is emerging.

Entities:  

Year:  2016        PMID： 30283241      PMCID： PMC6166881          DOI： 10.1038/nrn.2016.114

Source DB:  PubMed          Journal:  Nat Rev Neurosci        ISSN： 1471-003X            Impact factor:   34.870


  4 in total

1.  Mastering the game of Go with deep neural networks and tree search.

Authors:  David Silver; Aja Huang; Chris J Maddison; Arthur Guez; Laurent Sifre; George van den Driessche; Julian Schrittwieser; Ioannis Antonoglou; Veda Panneershelvam; Marc Lanctot; Sander Dieleman; Dominik Grewe; John Nham; Nal Kalchbrenner; Ilya Sutskever; Timothy Lillicrap; Madeleine Leach; Koray Kavukcuoglu; Thore Graepel; Demis Hassabis
Journal:  Nature       Date:  2016-01-28       Impact factor: 49.962

Review 2.  Cortical control of arm movements: a dynamical systems perspective.

Authors:  Krishna V Shenoy; Maneesh Sahani; Mark M Churchland
Journal:  Annu Rev Neurosci       Date:  2013-05-29       Impact factor: 12.449

Review 3.  A framework for mesencephalic dopamine systems based on predictive Hebbian learning.

Authors:  P R Montague; P Dayan; T J Sejnowski
Journal:  J Neurosci       Date:  1996-03-01       Impact factor: 6.167

Review 4.  Deep learning.

Authors:  Yann LeCun; Yoshua Bengio; Geoffrey Hinton
Journal:  Nature       Date:  2015-05-28       Impact factor: 49.962
  4 in total
  5 in total

1.  NetPyNE, a tool for data-driven multiscale modeling of brain circuits.

Authors:  Salvador Dura-Bernal; Benjamin A Suter; Padraig Gleeson; Matteo Cantarelli; Adrian Quintana; Facundo Rodriguez; David J Kedziora; George L Chadderdon; Cliff C Kerr; Samuel A Neymotin; Robert A McDougal; Michael Hines; Gordon Mg Shepherd; William W Lytton
Journal:  Elife       Date:  2019-04-26       Impact factor: 8.140

2.  End-to-end neural system identification with neural information flow.

Authors:  K Seeliger; L Ambrogioni; Y Güçlütürk; L M van den Bulk; U Güçlü; M A J van Gerven
Journal:  PLoS Comput Biol       Date:  2021-02-04       Impact factor: 4.475

3.  Tracing embodied word production in persons with Parkinson's disease in distinct motor conditions.

Authors:  Fabian Klostermann; Michelle Wyrobnik; Moritz Boll; Felicitas Ehlen; Hannes Ole Tiedt
Journal:  Sci Rep       Date:  2022-10-05       Impact factor: 4.996

4.  A single Markov-type kinetic model accounting for the macroscopic currents of all human voltage-gated sodium channel isoforms.

Authors:  Pietro Balbi; Paolo Massobrio; Jeanette Hellgren Kotaleski
Journal:  PLoS Comput Biol       Date:  2017-09-01       Impact factor: 4.475

Review 5.  Computational Foundations of Natural Intelligence.

Authors:  Marcel van Gerven
Journal:  Front Comput Neurosci       Date:  2017-12-07       Impact factor: 2.380
  5 in total

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