Computational Cognitive Neuroscience, 2020

Lecture videos for Computational Cognitive Neuroscience Course, Taught at UC Davis, Spring 2020 CCN Textbook: https://CompCogNeuro.org Emergent Software: https://EmerSim.org

Curated by: Randall O'Reilly (79 videos)

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Currently Playing: CCN Course 2020, Learning 7: Biological Backpropagation

Lecture 7 of 9 for Chapter 4: Learning CCN Textbook: https://CompCogNeuro.org How the calcium curve can support error-driven learning, across multiple layers as in the error-backpropagation algorithm.

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Tracks in this Playlist

• CCN Course 2020, Executive Function 6: Motivation
• CCN Course 2020, Executive Function 5: EF Tasks
• CCN Course 2020, Executive Function 4: PBWM Model and the SIR Task
• CCN Course 2020, Executive Function 3: The Stroop Model
• CCN Course 2020, Executive Function 2: Active Maintenance
• CCN Course 2020, Executive Function 1: Introduction
• CCN Course 2020, Language 7: Syntax and Sentences
• CCN Course 2020, Language 6: Semantics
• CCN Course 2020, Language 5: Spelling-to-Sound Mapping
• CCN Course 2020, Language 4: Dyslexia
• CCN Course 2020, Language 3: Biology
• CCN Course 2020, Language 2: Controversies
• CCN Course 2020, Language 1: Introduction
• CCN Course 2020, Memory 7: Hippocampus Model
• CCN Course 2020, Memory 8: Complementary Learning Systems, Priming
• CCN Course 2020, Memory 6: The Hippocampus
• CCN Course 2020, Memory 5: AB-AC Catastrophic Interference Model
• CCN Course 2020, Memory 4: Episodic Memory and Interference
• CCN Course 2020, Memory 3: Long Term Memory
• CCN Course 2020, Memory 2: Memory in the Brain
• CCN Course 2020, Memory 1: Introduction and Overview
• CCN Course 2020, Motor 11: The PVLV model of phasic dopamine
• CCN Course 2020, Motor 10: Reinforcement Learning Model
• CCN Course 2020, Motor 9: Temporal Differences model of Dopamine
• CCN Course 2020, Motor 8: Dopamine is reward prediction error
• CCN Course 2020, Motor 7: Dopamine modulation of Basal Ganglia
• CCN Course 2020, Motor 6: BG Disinhibitory Circuit
• CCN Course 2020, Motor 5: The Five Basal Ganglia Loops
• CCN Course 2020, Motor 4: Basal Ganglia Intro
• CCN Course 2020, Motor 3: Cerebellum Model
• CCN Course 2020, Motor 2: Cerebellum
• CCN Course 2020, Motor 1: Biology and overview
• CCN Course 2020, Perception 10: Depth processing and Illusions
• CCN Course 2020, Perception 9: Model of Posner Task and Neglect
• CCN Course 2020, Perception 8: Model of Attention in Recognition
• CCN Course 2020, Perception 7: Attention Intro
• CCN Course 2020, Perception 5: Activation-based Receptive Fields
• CCN Course 2020, Perception 6: Larger-scale Object Recognition Models
• CCN Course 2020, Perception 4: Object Recognition Training
• CCN Course 2020, Perception 3: Invariant Object Recognition
• CCN Course 2020, Perception 2: V1 Receptive Fields
• CCN Course 2020, Perception 1: Biology of Vision
• CCN Course 2020, Areas 6: BG, Hippo, PFC
• CCN Course 2020, Areas 5: Learning Rules Across the Brain
• CCN Course 2020, Areas 4: Hierarchy
• CCN Course 2020, Areas 3: Frontal Cortex
• CCN Course 2020: Areas 2: Cortical Functional Organization
• CCN Course 2020, Areas 1: Gross Anatomy of the Brain
• CCN Course 2020, Learning 8: Where does Error come from?
• CCN Course 2020, Learning 9: The Leabra Framework
• CCN Course 2020, Learning 7: Biological Backpropagation
• CCN Course 2020, Learning 5: Pattern Associator
• CCN Course 2020, Learning 6: Error-driven Learning
• CCN Course 2020, Learning 4: Self-Organizing Cont'd
• CCN Course 2020, Learning 3: Self-Organizing Learning
• CCN Course 2020, Learning 2: Hebbian Learning
• CCN Course 2020, Learning 1: Biology
• CCN Course 2020, Networks 7: Inhibitory Simulation
• CCN Course 2020, Networks 6: Inhibition
• CCN Course 2020, Networks 5: Bidirectional Connectivity
• CCN Course 2020, Networks 4: Distributed Representations
• CCN Course 2020, Bloopers 1
• CCN Course 2020, Networks 3: Feedforward Hierarchical Categorization
• CCN Course 2020, Networks 2: Connectivity Patterns
• CCN Course 2020, Networks 1: Overview and Biology
• CCN Course 2020, Neuron 11: Ions
• CCN Course 2020, Neuron 10: The Synapse
• CCN Course 2020, Neuron 9: Rate Code
• CCN Course 2020, Neuron 8: Spiking
• CCN Course 2020, Neuron 7: Math
• CCN Course 2020, Neuron 6: Tug-of-War
• CCN Course 2020, Neuron 5: Weights
• CCN Course 2020, Neuron 4: Neurons in the Dark
• CCN Course 2020, Neuron 3: Dimensions
• CCN Course 2020, Neuron 2: Pandemonium!
• CCN Course 2020, Neuron 1: Detector model
• CCN Course 2020, Intro 3: Phenomena
• CCN Course 2020, Intro 2: Overview of Part 1
• CCN Course 2020, Intro 1: Emergence