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neural models of cognitive processes

This class was created by Brainscape user Kiara Shivani. Visit their profile to learn more about the creator.

By: Kiara Shivani
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Decks in this class (12)

lecture 1 - why modeling (and how)
3 different disciplines,
How to bridge gaps between discip...,
David marr s levels of analysis
14  cards
lecture 2 - SDT
What kind of data does sdt use,
Modeling in sdt,
Biases
31  cards
lecture 2 - evidence accumulation models & psychometric curves
Why is the sdt model too simple,
Evidence integration,
Sequential sampling
33  cards
lecture 3 - reinforcement learning
Value based decision making,
Reinforcement learning in ai,
Reinforcement learning in psychology
54  cards
lecture 4 - model fitting
Types of models,
Model animal,
Algorithmic model
49  cards
lecture 5 - ANNs
Santiago ramon y cajal,
Structure of neurons,
Neural network in the brain
48  cards
lecture 5: backpropagation
Single layer perceptrons,
How to find the weights of a mult...,
What is the main purpose of backp...
42  cards
lecture 6: receptive field models
Encoding,
Decoding,
Encoding vs decoding
44  cards
lecture 7 - encoding of real-world locations
Receptive field,
Sensory coordinates,
Receptive fields in sensory coord...
58  cards
lecture 8 - normalization
What was the early focus of neura...,
How did the focus shift in neural...,
What did marcus propose regarding...
51  cards
lecture 9 - phd vision
What are the three levels of anal...,
What is the size ratio in cortica...,
What might the size ratio reflect...
12  cards
lecture 10 - LLMs
What is a language model,
What does the probability p wcont...,
What are neural language models
68  cards

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neural models of cognitive processes

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