Literature DB >> 27702894

Energy-efficient neural network chips approach human recognition capabilities.

Wolfgang Maass1.   

Abstract

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Year:  2016        PMID： 27702894      PMCID： PMC5068284          DOI： 10.1073/pnas.1614109113

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN： 0027-8424            Impact factor:   11.205


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  5 in total

1.  A logical calculus of the ideas immanent in nervous activity. 1943.

Authors:  W S McCulloch; W Pitts
Journal:  Bull Math Biol       Date:  1990       Impact factor: 1.758

Review 2.  Deep learning.

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

3.  Artificial brains. A million spiking-neuron integrated circuit with a scalable communication network and interface.

Authors:  Paul A Merolla; John V Arthur; Rodrigo Alvarez-Icaza; Andrew S Cassidy; Jun Sawada; Filipp Akopyan; Bryan L Jackson; Nabil Imam; Chen Guo; Yutaka Nakamura; Bernard Brezzo; Ivan Vo; Steven K Esser; Rathinakumar Appuswamy; Brian Taba; Arnon Amir; Myron D Flickner; William P Risk; Rajit Manohar; Dharmendra S Modha
Journal:  Science       Date:  2014-08-07       Impact factor: 47.728

4.  Convolutional networks for fast, energy-efficient neuromorphic computing.

Authors:  Steven K Esser; Paul A Merolla; John V Arthur; Andrew S Cassidy; Rathinakumar Appuswamy; Alexander Andreopoulos; David J Berg; Jeffrey L McKinstry; Timothy Melano; Davis R Barch; Carmelo di Nolfo; Pallab Datta; Arnon Amir; Brian Taba; Myron D Flickner; Dharmendra S Modha
Journal:  Proc Natl Acad Sci U S A       Date:  2016-09-20       Impact factor: 11.205

5.  Toward an Integration of Deep Learning and Neuroscience.

Authors:  Adam H Marblestone; Greg Wayne; Konrad P Kording
Journal:  Front Comput Neurosci       Date:  2016-09-14       Impact factor: 2.380
  5 in total
  1 in total

1.  Learning to Recognize Actions From Limited Training Examples Using a Recurrent Spiking Neural Model.

Authors:  Priyadarshini Panda; Narayan Srinivasa
Journal:  Front Neurosci       Date:  2018-03-02       Impact factor: 4.677
  1 in total

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