MIND: The Cognitive Side of Mind and Brain

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Transcript MIND: The Cognitive Side of Mind and Brain

MIND: The Cognitive Side of Mind and Brain 

“… the mind is not the brain, but what the brain does…” (Pinker, 1997)

COGNITIVE PSYCHOLOGY emerged late 1960s: 

The scientific study of higher mental processes, from perception and action through memory, language, thinking, and problem solving. These mental activities involve the processing of information.

COGNITIVE PSYCHOLOGY 

GOAL: To understand how the mind works

METHODS: Based on scientific experimentation

EXPLANATION: Focuses on the nature of mental representations and the processes that operate on them

INFORMATION PROCESSING METAPHOR: 

Both brain and computers process information

Information (knowledge, representation, symbols) is independent of the physical medium

COGNITIVE SCIENCE: Interdisciplinary study of the mind emerged late 1970s 

Cognitive Psychology

Artificial Intelligence

Neuroscience

Linguistics

Philosophy

Anthropology

NEUROSCIENCE 

GOAL: To understand how the brain works

METHODS: Based on scientific experimentation

EXPLANATION: Focuses on nervous system function and performance

Cognitive Psychology and Neuroscience Together 

Initially, interest, but little direct contact

 Two sides of a coin; burning a candle at both ends  Very difficult to map cognitive level of explanation onto brain 

Today, the cumulative advances in our scientific knowledge and technology have opened new possibilities for collaboration.

Cognitive Psychology provides: 

Logical analysis of the mental structures and processes presumed to be involved in the performance of many tasks (task analysis).

This analysis used to develop cognitive tasks to assess aspects of perception, attention, and memory.

Models of mental structures and processes of human perception, attention, memory, etc. based on data obtained from solid experimental procedures

Cognitive Psychology and Neuroscience: 

1990s: Neuroimaging studies demonstrate activation of specific brain areas when people perform classic cognitive tasks.

2000s: Some neuroimaging studies help distinguish between alternative theoretical accounts of cognitive performance.

COURSE OVERVIEW 

Visual Perception: We are visual animals

Visual Attention: We select some, but not all, stimuli for processing

Visual Awareness: We are conscious of some, but not all, experiences

PERCEPTION 

Ramachandran video:

Phantom limb, blind sight, unilateral neglect, Capgras syndromes reveal that visual perception is not the same as sensation.

IMPOSSIBLE OBJECTS  Objects to right initially look like coherent objects, but they are not physically possible.

 Vision does not simply register what is present. It actively constructs percepts

VISUAL PERCEPTION 

ACTIVE INTERPRETATION of sensory input

“We perceive the world through the filter of our knowledge and experience”

Consider THIS ROOM from the perspective of: 

Our eyes

Pre-school child Moose

Moose

VISUAL PERCEPTION 

GOAL: To understand the 3D structure of the world around us by identifying:

What objects are out there

Where they are located

What they are doing

Recognizing Things 

Single Objects

:  My mug in different places, orientations, lighting conditions changes location, size.

 

Letters & Words

: Type fonts, all other above variations.

Faces

:  Different views (frontal, side), all other above variations

Three Levels of Perceptual Identification 

Superordinate: Fruit

Entry level: Apple

Subordinate: Granny Smith Apple

Sensory input identified at the level appropriate for the task at hand: If we want to eat an apple, we identify the object as an apple, not as a fruit or a Granny Smith apple.

Stages of Processing: A Generic Symbolic Model

Stages of Processing  Each stage (i.e., box) is a different level of processing.

 Two classes of processes: Bottom-up (data driven, sensory driven) Top-down (conceptually driven)

Dimensional analysis  A large set of “detectors” operating in parallel to code edges, color, movement (covered in lectures on Chapters 1 and 2).

 Analyzers operate in parallel.

Figure Construction Mechanism  Organizes the image by segmenting (parsing) it into parts and grouping the parts appropriately.

 How do we know which parts go together in the figure to the right?

Figure Construction Mechanism  Organizes image by binding attributes together  Gestalt Principles of Grouping  Multiple glimpses, binocular disparity  Shape from shading, depth from texture

Figure Construction Mechanism  Organizes image by determining what is figure (that which we attend to) and what is ground.

 Ambiguous figures: two equally good figures constructed, as in the Necker cube.

Perceptual Representation and Comparison Mechanism  Perceptual Representation: The organized percept, ready for identification.

 The perceptual representation is compared to our stored shape knowledge (i.e., shape representations) by the Comparison Mechanism.

Top-down Influences  Local context and our expectations influence perception.  We do not yet know how early in visual processing top-down influences of context operate.

Definitions    Bottom-up processing (BU): The sequence of mental events is largely determined by the pattern of incoming information.

Top-down processing (TD): The sequence of mental events is influenced by our knowledge and expectations.

In perception:  processing initially starts with sensation and BU processing.

 thereafter, BU and TD processing occur simultaneously.

VISUAL PERCEPTION 

GOAL: To understand the 3D structure of the world around us by identifying what objects are out there, where they are located, and what they are doing.

What’s next?

 Dr. Carolyn Harley completes coverage of Chapters 1 & 2  Chapter 1: Early Vision:

Retina and Retinal Ganglion Cells, LGN, Primary Visual Cortex

 Chapter 2: From Local to Global Image Recognition:

Color, Motion, Image Segmentation, Two Cortical Systems