https://github.com/robi56/awesome-cognitive-science-and-deep-learning

A curated list of resources dedicated to bridge between Cognitive Science and Deep Learning
https://github.com/robi56/awesome-cognitive-science-and-deep-learning

List: awesome-cognitive-science-and-deep-learning

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A curated list of resources dedicated to bridge between Cognitive Science and Deep Learning

• Host: GitHub
• URL: https://github.com/robi56/awesome-cognitive-science-and-deep-learning
• Owner: robi56
• Created: 2017-05-09T06:22:43.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-09-13T09:47:37.000Z (about 7 years ago)
• Last Synced: 2024-05-23T04:15:02.089Z (6 months ago)
• Size: 3.91 KB
• Stars: 71
• Watchers: 10
• Forks: 14
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# awesome-cognitive-science-and-deep-learning

 A curated list of resources dedicated to bridge between coginitive science and deep learning

## Table of Contents

 - [Theory](#theory)

   - [Papers / Thesis](#papers--thesis)

## Theory

### Papers / Thesis

#### 2017: 

 1. STDP-Compatible Approximation of Backpropagation in an Energy-Based Model|Yoshua Bengio, Thomas Mesnard, Asja Fischer, Saizheng Zhang, Yuhuai Wu|2017 


    Source: http://www.mitpressjournals.org/doi/full/10.1162/NECO_a_00934#.WRFhOiakU_s

 2. Deep Learning with Dynamic Spiking Neurons and Fixed Feedback Weights |Arash Samadi, Timothy P. Lillicrap, Douglas B. Tweed|2017 


    Source: http://sci-hub.cc/10.1162/neco_a_00929

 3. Solving Nonlinearly Separable Classifications in a Single-Layer Neural Network|Nolan Conaway, Kenneth J. Kurtz|2017


    Source: http://sci-hub.cc/10.1162/neco_a_00931

 4. Learning the Structural Vocabulary of a Network|Saket Navlakha|2014


    Source: http://www.mitpressjournals.org/doi/pdf/10.1162/NECO_a_00924

 5. Multistability of Delayed Recurrent Neural Networks with Mexican Hat Activation Functions|Peng Liu, Zhigang Zeng, Jun Wang|2017


    Source: http://sci-hub.cc/10.1162/neco_a_00922

 6. Controllability Analysis of the Neural Mass Model with Dynamic Parameters|Xian Liu, Jing Gao, Guan Wang, Zhi-Wang Chen|2017


    Source: http://sci-hub.cc/10.1162/neco_a_00925

 7. Energy Model of Neuron Activation|Yuriy Romanyshyn, Andriy Smerdov, Svitlana Petrytska|2017

    Source: http://sci-hub.cc/10.1162/neco_a_00913

 8. Active Inference: A Process Theory|Karl Friston, Thomas FitzGerald, Francesco Rigoli, Philipp Schwartenbeck, Giovanni Pezzulo|2017


    Source: http://www.mitpressjournals.org/doi/pdf/10.1162/NECO_a_00912

 9. A Combinatorial Model for Dentate Gyrus Sparse Coding |William Severa, Ojas Parekh, Conrad D. James, James B. Aimone|2017


    Source: http://sci-hub.cc/10.1162/neco_a_00905

 10. A Network Model of the Emotional Brain|Luiz Pessoa|2017


    Source: http://sci-hub.cc/10.1016/j.tics.2017.03.002

 11. Bayesian Brains without Probabilities|Sanborn et al.|2017


    Source: http://sci-hub.cc/10.1016/j.tics.2016.10.003

 12. Perceptual Decision-Making: Picking the Low-Hanging Fruit?|Floris P. de Lange, Matthias Fritsche|2017


    Source: http://sci-hub.cc/10.1016/j.tics.2017.03.006

 13. Exercising Control Over Memory Consolidation|Edwin M. Robertson, Adam Takacs|2017


    Source: http://twin.sci-hub.cc/9b3a10641014af416f50d91b0db04091/robertson2017.pdf?download=true

 14. Injured Brains and Adaptive Networks: The Benefits and Costs of Hyperconnectivity|Frank G. Hillary, Jordan H. Grafman|2017


    Source: http://sci-hub.cc/10.1016/j.tics.2017.03.003

 15. An Update on Memory Reconsolidation Updating|Jonathan L.C. Lee, Karim Nader, Daniela Schiller|2017


 16. Linking ADHD to the Neural Circuitry of Attention|Adrienne Mueller, David S. Hong, Steven Shepard, Tirin Moore|2017M


    Source: http://sci-hub.cc/10.1016/j.tics.2017.03.009

 17. Emotion Perception from Face, Voice, and Touch: Comparisons and Convergence|Annett Schirmer, Ralph Adolphs|2017


    Source: http://sci-hub.cc/10.1016/j.tics.2017.01.001

 18. The Depressed Brain: An Evolutionary Systems Theory|Paul B. Badcock, Christopher G. Davey, Sarah Whittle, Nicholas B. Allen, Karl J. Friston |2017 


    Source: http://sci-hub.cc/10.1016/j.tics.2017.01.005

19. Gradients of Connectivity in the Cerebral Cortex|Fenna M. Krienen, Chet C. Sherwood|2016


    Source: http://sci-hub.cc/10.1016/j.tics.2016.12.002

20. How Do We Keep Information ‘Online’?|David Soto|2017 


21. The Distributed Nature of Working Memory|Thomas B. Christophel, P. Christiaan Klink, Bernhard Spitzer, Pieter R. Roelfsema, John-Dylan Haynes|2017 


   Source: http://sci-hub.bz/10.1016/j.tics.2016.12.007

22. F2 Heterogeneous layers stabilize propagation of a multiplexed spike signal in a feedforward network|Dongqi Han, Sungho Hong|2017 


   Source: https://bmcneurosci.biomedcentral.com/articles/10.1186/s12868-017-0370-3