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Coursera Computational Neuroscience

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[Coursera] Computational Neuroscience

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Total Size

818.0 MB

Total Files

128

Hash

09415640A0C9125D10FE6A67AA9C88A84286AEFA

/.../01 - 1 Neurons as Classifiers and Supervised Learning (25-57)/

8 - 1 - 1 Neurons as Classifiers and Supervised Learning (2557).mp4

34.3 MB

8.1.pdf

1.7 MB

8 - 1 - 1 Neurons as Classifiers and Supervised Learning (2557).srt

33.9 KB

8 - 1 - 1 Neurons as Classifiers and Supervised Learning (2557).txt

22.7 KB

/.../03 - 3 The Fascinating World of Recurrent Networks (25-35)/

6 - 3 - 3 The Fascinating World of Recurrent Networks (2535).mp4

33.6 MB

6.3slides.pdf

2.8 MB

6 - 3 - 3 The Fascinating World of Recurrent Networks (2535).srt

33.8 KB

6 - 3 - 3 The Fascinating World of Recurrent Networks (2535).txt

22.5 KB

/.../01 - 1 Modeling Connections between Neurons (24-28)/

6 - 1 - 1 Modeling Connections between Neurons (2428).mp4

32.6 MB

6.1slides.pdf

2.2 MB

6 - 1 - 1 Modeling Connections between Neurons (2428).srt

32.6 KB

6 - 1 - 1 Modeling Connections between Neurons (2428).txt

21.7 KB

/.../04 - 4 The Electrical Personality of Neurons (23-02)/

1 - 4 - 4 The Electrical Personality of Neurons (2302).mp4

32.4 MB

1.4.pdf

720.9 KB

1 - 4 - 4 The Electrical Personality of Neurons (2302).srt

30.9 KB

1 - 4 - 4 The Electrical Personality of Neurons (2302).txt

20.4 KB

/.../05 - Guest Lecture Eric Shea-Brown (22-52)/

5 - 5 - Guest Lecture Eric Shea-Brown (2252).mp4

31.8 MB

5 - 5 - Guest Lecture Eric Shea-Brown (2252).srt

33.4 KB

5 - 5 - Guest Lecture Eric Shea-Brown (2252).txt

22.0 KB

/.../01 - 1 Synaptic Plasticity, Hebbs Rule, and Statistical Learning (24-17)/

7 - 1 - 1 Synaptic Plasticity, Hebbs Rule, and Statistical Learning (2417).mp4

31.8 MB

7.1.pdf

1.5 MB

7 - 1 - 1 Synaptic Plasticity, Hebbs Rule, and Statistical Learning (2417).srt

32.9 KB

7 - 1 - 1 Synaptic Plasticity, Hebbs Rule, and Statistical Learning (2417).txt

21.9 KB

/.../03 - 3 Sparse Coding and Predictive Coding (23-54)/

7 - 3 - 3 Sparse Coding and Predictive Coding (2354).mp4

31.6 MB

7.3.pdf

1.8 MB

7 - 3 - 3 Sparse Coding and Predictive Coding (2354).srt

32.4 KB

7 - 3 - 3 Sparse Coding and Predictive Coding (2354).txt

21.7 KB

/.../03 - 3 Reinforcement Learning Time for Action (19-49)/

8 - 3 - 3 Reinforcement Learning Time for Action (1949).mp4

30.7 MB

8.3.pdf

1.1 MB

8 - 3 - 3 Reinforcement Learning Time for Action (1949).srt

24.9 KB

8 - 3 - 3 Reinforcement Learning Time for Action (1949).txt

16.7 KB

/.../02 - 2 Population Coding and Bayesian Estimation (24-44)/

3 - 2 - 2 Population Coding and Bayesian Estimation (2444).mp4

29.6 MB

Lecture 3 part 2.pdf

3.8 MB

3 - 2 - 2 Population Coding and Bayesian Estimation (2444).srt

33.3 KB

3 - 2 - 2 Population Coding and Bayesian Estimation (2444).txt

22.2 KB

/.../02 - 2 Introduction to Network Models (21-47)/

6 - 2 - 2 Introduction to Network Models (2147).mp4

28.7 MB

6.2slides_new.pdf

2.5 MB

6 - 2 - 2 Introduction to Network Models (2147).srt

28.7 KB

6 - 2 - 2 Introduction to Network Models (2147).txt

19.3 KB

/.../04 - Guest Lecture Eb Fetz on Bidirectional Brain-Computer Interfaces (20-06)/

8 - 4 - Guest Lecture Eb Fetz on Bidirectional Brain-Computer Interfaces (2006).mp4

28.6 MB

8 - 4 - Guest Lecture Eb Fetz on Bidirectional Brain-Computer Interfaces (2006).srt

23.4 KB

8 - 4 - Guest Lecture Eb Fetz on Bidirectional Brain-Computer Interfaces (2006).txt

15.6 KB

/.../02 - 2 Introduction to Unsupervised Learning (22-06)/

7 - 2 - 2 Introduction to Unsupervised Learning (2206).mp4

28.5 MB

7.2.pdf

1.5 MB

7 - 2 - 2 Introduction to Unsupervised Learning (2206).srt

30.2 KB

7 - 2 - 2 Introduction to Unsupervised Learning (2206).txt

20.2 KB

/.../03 - 3 Coding Principles (19-09)/

4 - 3 - 3 Coding Principles (1909).mp4

24.7 MB

Lecture 4 part 3.pdf

7.5 MB

4 - 3 - 3 Coding Principles (1909).srt

28.2 KB

4 - 3 - 3 Coding Principles (1909).txt

18.7 KB

/.../04 - 4 A Forest of Dendrites (19-19)/

5 - 4 - 4 A Forest of Dendrites (1919).mp4

24.2 MB

Lecture 5 Part 3.pdf

4.3 MB

5 - 4 - 4 A Forest of Dendrites (1919).srt

29.0 KB

5 - 4 - 4 A Forest of Dendrites (1919).txt

19.4 KB

/.../01 - 1 Information and Entropy (19-12)/

4 - 1 - 1 Information and Entropy (1912).mp4

23.9 MB

Lecture 4 part 1.pdf

8.9 MB

4 - 1 - 1 Information and Entropy (1912).srt

25.9 KB

4 - 1 - 1 Information and Entropy (1912).txt

17.1 KB

/.../06 - 6 Time to Network Brain Areas and their Function (17-06)/

1 - 6 - 6 Time to Network Brain Areas and their Function (1706).mp4

23.4 MB

1.6.pdf

575.8 KB

1 - 6 - 6 Time to Network Brain Areas and their Function (1706).srt

21.9 KB

1 - 6 - 6 Time to Network Brain Areas and their Function (1706).txt

14.5 KB

/.../01 - 1 Neural Decoding and Signal Detection Theory (18-55)/

3 - 1 - 1 Neural Decoding and Signal Detection Theory (1855).mp4

22.7 MB

Lecture 3 part 1.pdf

3.5 MB

3 - 1 - 1 Neural Decoding and Signal Detection Theory (1855).srt

27.9 KB

3 - 1 - 1 Neural Decoding and Signal Detection Theory (1855).txt

18.5 KB

/.../02 - 2 Calculating Information in Spike Trains (17-25)/

4 - 2 - 2 Calculating Information in Spike Trains (1725).mp4

22.1 MB

Lecture 4 part 2.pdf

3.5 MB

4 - 2 - 2 Calculating Information in Spike Trains (1725).srt

25.1 KB

4 - 2 - 2 Calculating Information in Spike Trains (1725).txt

16.8 KB

/.../03 - 3 Simplified Model Neurons (18-40)/

5 - 3 - 3 Simplified Model Neurons (1840).mp4

21.2 MB

Lecture 5 Part 2.pdf

3.9 MB

5 - 3 - 3 Simplified Model Neurons (1840).srt

27.6 KB

5 - 3 - 3 Simplified Model Neurons (1840).txt

18.3 KB

/.../05 - 5 Making Connections Synapses (21-59)/

1 - 5 - 5 Making Connections Synapses (2159).mp4

19.2 MB

1.5-2014.pdf

720.6 KB

1 - 5 - 5 Making Connections Synapses (2159).srt

29.3 KB

1 - 5 - 5 Making Connections Synapses (2159).txt

17.7 KB

/.../04 - Guest Lecture Fred Rieke (14-01)/

3 - 4 - Guest Lecture Fred Rieke (1401).mp4

18.3 MB

3 - 4 - Guest Lecture Fred Rieke (1401).srt

21.3 KB

3 - 4 - Guest Lecture Fred Rieke (1401).txt

14.2 KB

/.../04 - 4 Neural Encoding Variability (23-52)/

2 - 4 - 4 Neural Encoding Variability (2352).mp4

18.1 MB

Lecture 2 part 4.pdf

2.2 MB

2 - 4 - 4 Neural Encoding Variability (2352).srt

37.1 KB

2 - 4 - 4 Neural Encoding Variability (2352).txt

22.7 KB

/.../02 - 2 Reinforcement Learning Predicting Rewards (13-01)/

8 - 2 - 2 Reinforcement Learning Predicting Rewards (1301).mp4

17.2 MB

8.2.pdf

885.8 KB

8 - 2 - 2 Reinforcement Learning Predicting Rewards (1301).srt

17.1 KB

8 - 2 - 2 Reinforcement Learning Predicting Rewards (1301).txt

11.4 KB

/.../03 - 3 Neural Encoding Feature Selection (22-13)/

2 - 3 - 3 Neural Encoding Feature Selection (2213).mp4

16.7 MB

Lecture 2 part 3.pdf

1.9 MB

2 - 3 - 3 Neural Encoding Feature Selection (2213).srt

33.5 KB

2 - 3 - 3 Neural Encoding Feature Selection (2213).txt

20.2 KB

/.../03 - 3 Computational Neuroscience Mechanistic and Interpretive Models (12-35)/

1 - 3 - 3 Computational Neuroscience Mechanistic and Interpretive Models (1235).mp4

16.7 MB

1.3.pdf

453.1 KB

1 - 3 - 3 Computational Neuroscience Mechanistic and Interpretive Models (1235).srt

17.0 KB

1 - 3 - 3 Computational Neuroscience Mechanistic and Interpretive Models (1235).txt

11.3 KB

/.../02 - 2 Spikes (14-09)/

5 - 2 - 2 Spikes (1409).mp4

16.6 MB

5 - 2 - 2 Spikes (1409).srt

20.2 KB

5 - 2 - 2 Spikes (1409).txt

13.5 KB

/.../01 - 1 Modeling Neurons (13-52)/

5 - 1 - 1 Modeling Neurons (1352).mp4

16.6 MB

Lecture 5 Part 1.pdf

8.7 MB

5 - 1 - 1 Modeling Neurons (1352).srt

20.2 KB

5 - 1 - 1 Modeling Neurons (1352).txt

13.4 KB

/.../03 - 3 Reading Minds Stimulus Reconstruction (11-59)/

3 - 3 - 3 Reading Minds Stimulus Reconstruction (1159).mp4

15.8 MB

Lecture 3 part 3.pdf

4.0 MB

3 - 3 - 3 Reading Minds Stimulus Reconstruction (1159).srt

16.9 KB

3 - 3 - 3 Reading Minds Stimulus Reconstruction (1159).txt

11.3 KB

/.../01 - 1 What is the Neural Code (19-18)/

2 - 1 - 1 What is the Neural Code (1918).mp4

15.8 MB

Lecture 2 part 1.pdf

2.2 MB

2 - 1 - 1 What is the Neural Code (1918).srt

30.9 KB

2 - 1 - 1 What is the Neural Code (1918).txt

19.1 KB

/.../02 - 2 Computational Neuroscience Descriptive Models (11-50)/

1 - 2 - 2 Computational Neuroscience Descriptive Models (1150).mp4

15.7 MB

1.2.pdf

619.5 KB

1 - 2 - 2 Computational Neuroscience Descriptive Models (1150).srt

15.6 KB

1 - 2 - 2 Computational Neuroscience Descriptive Models (1150).txt

10.4 KB

/.../02 - 2 Neural Encoding Simple Models (12-06)/

2 - 2 - 2 Neural Encoding Simple Models (1206).mp4

8.6 MB

Lecture 2 part 2.pdf

2.3 MB

2 - 2 - 2 Neural Encoding Simple Models (1206).srt

17.8 KB

2 - 2 - 2 Neural Encoding Simple Models (1206).txt

10.8 KB

/.../01 - 1 Course Introduction and Logistics (06-05)/

1 - 1 - 1 Course Introduction and Logistics (0605).mp4

8.5 MB

1.1.pdf

346.2 KB

1 - 1 - 1 Course Introduction and Logistics (0605).srt

9.1 KB

1 - 1 - 1 Course Introduction and Logistics (0605).txt

6.1 KB

/

lectures.html

82.8 KB

index.html

43.3 KB

compneuro-002-about.json

14.2 KB

_README.txt

2.4 KB

 

Total files 128


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