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NeuroAI: The Computing Brain 2024

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

Decks in this class (21)

Introduction
Introduction: The Computing Brain
11  cards
Neuroscience and Cognition
What are brodmann s areas,
What is the function of the hippo...,
What is transcription and transla...
21  cards
Organisation of Brains (Anatomy) & Lab Visit
What is the main function of the ...,
What is the main function of the ...,
What is the main function of the ...
28  cards
Representing Connectivity
What is a connectivity matrix,
What types of brain connectivity ...,
If you have 3 neurons connected i...
13  cards
The Single Neuron & Electrophysiology
Name the different parts of the n...,
At which point in the neuron is a...,
What is a synapse
52  cards
Hodgkin-Huxley and Neurodynamics
What do we mean by stating that t...,
Nature likes to be in balance or ...,
Leak
37  cards
LIF and Neurodynamics
What is stochasticity,
Where is stochasticity in the brain,
What is the recipe for a poisson ...
12  cards
Sensory Encoding
Receptive fields, Tuning curves and Response Functions
18  cards
Encoding and Decoding
Define what is encoding in the co...,
Define what is decoding in the co...,
What is population decoding
13  cards
Sensorimotor Behaviors
Saccades are rapid eye movements ...,
Smooth pursuit is an eye movement...,
Which reflex is in response to th...
26  cards
Embodied Models of Brain Function
Describe how coarse anatomy can e...,
Muscle synergies,
Sensorimotor transformations
15  cards
Linear Systems
Explain the superposition principle,
Why study linear systems,
What is a problem with studying l...
10  cards
Synapses and Synaptic Models
What is a synapse,
Types of synapses,
What are the two principle ionotr...
32  cards
Learning and Memory
Define learning,
Hippocampus,
What is habituation
16  cards
Functional Localization in Brains I: Topography
Name the 4 main approaches for th...,
What does this 3d homunculus tell...,
What is a retinotopic map
12  cards
Plasticity, Self-organisation and Hebbian Learning
What is the difference between ne...,
What is homeostatic plasticity,
Describe a conductance based synapse
15  cards
Functional Localisation in Brains II: Hierarchical processing
What are the what and the where p...,
What are the what and the where p...,
What is hierarchical processing
20  cards
Pattern recognition in FFFNs
Understand hierarchical processing in feed forward neural networks.
20  cards
Recurrent Neural Networks
When is a neural network recurrent,
What are hopfield networks,
Can a random recurrent neural net...
17  cards
Brain Computer Interfaces
How can one read information from...,
What is the role of machine learn...,
Neural information
3  cards
Reinforcement Learning
What is a value function,
What is the goal of reinforcement...,
What is a policy
16  cards

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NeuroAI: The Computing Brain 2024

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