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Neural Quotes
I think the brain is essentially a computer and consciousness is like a computer program. It will cease to run when the computer is turned off. Theoretically, it could be re-created on a neural network, but that would be very difficult, as it would require all one's memories.
Stephen Hawking
Memories
Will
Difficult
Think
Run
Would
Would-Be
Network
Neural
Could
Computer
Computer Program
Re-Created
Like
Brain
Cease
Off
Very
Essentially
Turned
Require
Theoretically
Consciousness
Program
We should be exploring consciousness at the neural level and higher, where the arrow of causal analysis points up toward such principles as emergence and self-organization.
Michael Shermer
Analysis
Emergence
Neural
Higher
Points
Toward
Principles
Causal
Arrow
Up
Where
Should
Exploring
Level
Consciousness
Both depression and anxiety disorders, for example, are repeatedly described in the media as 'chemical imbalances in the brain,' as if spontaneous neural events with no relation to anything outside a person's brain cause depression and anxiety.
Siri Hustvedt
Depression
Anxiety
Events
Cause
Example
Relation
Both
Neural
Outside
For Example
Spontaneous
Chemical
Repeatedly
Brain
Person
Anything
Disorders
Media
If you want to make information stick, it's best to learn it, go away from it for a while, come back to it later, leave it behind again, and once again return to it - to engage with it deeply across time. Our memories naturally degrade, but each time you return to a memory, you reactivate its neural network and help to lock it in.
Joshua Foer
Time
Best
You
Memories
Memory
Go Away
Back
Our
Later
Once
Lock
Degrade
Network
Neural
Come
Make
Return
Learn
Stick
Leave
Go
Behind
Want
Information
While
Again
Across
Engage
Naturally
Help
Each
Each Time
Away
Deeply
The key to transforming mental models is to interrupt the automatic responses that are driven by the old model and respond differently based on the new model. Each time you are able to do this, you are actually loosening the old circuit and creating new neural connections in your brain, often referred to as self-directed neuroplasticity.
Elizabeth Thornton
Time
You
Key
Old
Circuit
Respond
Responses
Able
Mental
Neural
Driven
New
Brain
Referred
Model
Models
Often
Automatic
Transforming
Creating
Your
Connections
Each
Based
Each Time
Actually
Differently
Interrupt
When I'm writing, my neural pathways get blocked. I can't read. I can barely hold a conversation without forgetting words and names. I wish I could wear the same clothes and eat the same food each day.
Kate Atkinson
Food
Day
Conversation
Writing
Words
Wish
Clothes
Wear
Eat
Neural
Could
Names
Read
Without
Blocked
Get
Same
Forgetting
Hold
Barely
Each
Each Day
Practicing is not only playing your instrument, either by yourself or rehearsing with others - it also includes imagining yourself practicing. Your brain forms the same neural connections and muscle memory whether you are imagining the task or actually doing it.
Yo-Yo Ma
You
Memory
Yourself
Others
Only
Neural
Also
Instrument
Practicing
Doing
Brain
Task
Same
Whether
Either
Forms
Your
Connections
Rehearsing
Actually
Muscle
Playing
Imagining
I just thought making machines intelligent was the coolest thing you could do. I had a summer internship in AI in high school, writing neural networks at National University of Singapore - early versions of deep learning algorithms. I thought it was amazing you could write software that would learn by itself and make predictions.
Andrew Ng
You
Learning
Writing
School
Amazing
AI
Thought
National
Software
Summer
Machines
High
Would
High School
Networks
Neural
Could
Write
Had
Singapore
Make
Learn
Making
Versions
Itself
Intelligent
Just
Predictions
Deep
Coolest
Coolest Thing
Thing
Early
University
I think the first wave of deep learning progress was mainly big companies with a ton of data training very large neural networks, right? So if you want to build a speech recognition system, train it on 100,000 hours of data.
Andrew Ng
You
Learning
Training
Progress
First
Big
Build
Think
Wave
Recognition
System
Data
Networks
Neural
Mainly
Hours
Big Companies
Very
Train
Want
Companies
Large
Deep
Right
Ton
Speech
All novels attempt to cut neural routes through the brain, to convince us that down this road the true future of the novel lies.
Zadie Smith
Future
Down
Lies
Neural
Through
Attempt
Road
True
Brain
Cut
Us
Convince
Novel
Novels
Routes
You are a victim of your own neural architecture which doesn't permit you to imagine anything outside of three dimensions. Even two dimensions. People know they can't visualise four or five dimensions, but they think they can close their eyes and see two dimensions. But they can't.
Leonard Susskind
You
Eyes
People
Architecture
Three
Own
Victim
Think
Dimensions
Visualise
See
Neural
Outside
Know
Permit
Close
Five
Anything
Which
Your
Even
Four
Two
Imagine
Just like the brain consists of billions of highly connected neurons, a basic operating unit in a neural network is a neuron-like node. It takes input from other nodes and sends output to others.
Fei-Fei Li
Other
Others
Input
Consists
Network
Neural
Neurons
Output
Takes
Highly
Like
Operating
Brain
Sends
Just
Connected
Billions
Unit
Basic
Cognitive neuroscience is entering an exciting era in which new technologies and ideas are making it possible to study the neural basis of cognition, perception, memory and emotion at the level of networks of interacting neurons, the level at which we believe many of the important operations of the brain take place.
John O'Keefe
Memory
Perception
Important
Believe
Entering
Possible
Networks
Neural
Neurons
Neuroscience
Emotion
Take
Exciting
Study
New
Ideas
Operations
Making
Era
Brain
New Technologies
Interacting
Place
Which
Many
Level
Cognition
Technologies
Cognitive
Basis
Eighteen years later, pregnant with my first child, I started eating fish. Oily fish in particular contains plenty of long-chain omega-3 fatty acids, essential for neural development.
Alice Roberts
First
Later
Fatty
Plenty
Eating
Neural
Development
Contains
First Child
Particular
Fish
Years
Child
Essential
Eighteen
Pregnant
Started
One reason I'm such a wayward prognosticator of rightwing trends is that I'm incapable of blacking out enough neural sectors to see the world through reptilian-brained eyes, a prerequisite for any true channeling of the mean resentments and implanted fears that drive hardcore conservatives.
James Wolcott
Eyes
World
Fears
Drive
Enough
Conservatives
Channeling
Trends
Sectors
Out
See
Neural
Through
True
Any
Mean
Incapable
Reason
Hardcore
Prerequisite
Actually, I think my view is compatible with much of the work going on now in neuroscience and psychology, where people are studying the relationship of consciousness to neural and cognitive processes without really trying to reduce it to those processes.
David Chalmers
Work
Relationship
People
Think
Those
Neural
Neuroscience
Studying
Without
Reduce
Trying
Going
Where
Psychology
Processes
Much
Really
View
Now
Compatible
Actually
Consciousness
Cognitive
What does it mean, exactly, for a given system to be a 'neural correlate of consciousness'?
David Chalmers
System
Correlate
Exactly
Given
Neural
Does
Mean
Consciousness
Neural implants could accomplish things no external interface could: Virtual and augmented reality with all five senses; augmentation of human memory, attention, and learning speed; even multi-sense telepathy - sharing what we see, hear, touch, and even perhaps what we think and feel with others.
Ramez Naam
Learning
Memory
Reality
Think
Speed
Others
Virtual
See
Touch
Neural
Could
Sharing
Implants
Attention
Feel
Perhaps
Augmented
Augmented Reality
Hear
Accomplish
Five
Human
Senses
Interface
Even
Things
External
There are neural networks that can build whole apps from scratch - so why are we teaching high school kids to code?
Vivienne Ming
School
Build
Apps
Kids
High
High School
Networks
Neural
School Kids
Scratch
Teaching
Whole
Code
Why
We now think of internal representation as great big vectors, and we do not think of logic as the paradigm for how to get things to work. We just think you can have these great big neural nets that learn, and so, instead of programming, you are just going to get them to learn everything.
Geoffrey Hinton
Work
Great
You
Big
Think
Programming
Everything
Paradigm
Logic
Nets
Neural
Instead
Learn
How
Get
Going
Representation
Just
Them
Internal
Now
Things
The paradigm for intelligence was logical reasoning, and the idea of what an internal representation would look like was it would be some kind of symbolic structure. That has completely changed with these big neural nets.
Geoffrey Hinton
Intelligence
Logical
Big
Changed
Paradigm
Kind
Would
Would-Be
Some
Nets
Structure
Neural
Idea
Like
Look
Representation
Internal
Reasoning
Symbolic
Now that neural nets work, industry and government have started calling neural nets AI. And the people in AI who spent all their life mocking neural nets and saying they'd never do anything are now happy to call them AI and try and get some of the money.
Geoffrey Hinton
Life
Work
Government
Saying
Happy
People
Money
Try
AI
Spent
Some
Nets
Neural
Never
Call
Calling
Industry
Mocking
Get
Anything
Them
Who
Now
Started
In my books the technology that I choose to talk about has to serve the themes. What that means is that I end up having to cut out a lot of cool technology that would be really fun to describe and play with, but which would just confuse everybody. So in 'Amped,' I focus on neural implants.
Daniel H. Wilson
Technology
Focus
Confuse
Everybody
Books
Out
Would
Would-Be
About
Having
Neural
Implants
Talk
Lot
End
Up
Just
Which
Cut
Themes
Really
Means
Choose
Cool
Fun
Describe
Play
Serve
It turns out you can train a neural network on a big body of text. It can be Wikipedia; it can be all the works of Charles Dickens; it could be all of the Internet. They can use grammar and put words together in interesting and convincing ways - and, I think, unexpected and beautiful ways.
Robin Sloan
Beautiful
You
Together
Words
Internet
Big
Think
Wikipedia
Ways
Out
Charles
Charles Dickens
Network
Neural
Could
Put
Text
Dickens
Train
Unexpected
Grammar
Interesting
Body
Convincing
Turns
Use
Works
My central thesis is that combining increased temporal and spatial resolution in MRI techniques with increasingly powerful data correlation techniques will allow the derivation of interpreted meanings from neural signals. I observed, further, that the techniques that exist already allow some correlations.
Mary Lou Jepsen
Will
Increased
Increasingly
Further
Signals
Correlation
Some
Temporal
Data
Neural
Allow
Observed
Powerful
Combining
Exist
Central
Meanings
Spatial
Thesis
Techniques
Interpreted
Resolution
Fly flight is just a great phenomenon to study. It has everything - from the most sophisticated sensory biology; really, really interesting physics; really interesting muscle physiology; really interesting neural computations.
Michael Dickinson
Great
Physics
Fly
Biology
Everything
Neural
Computation
Physiology
Study
Sophisticated
Most
Just
Interesting
Sensory
Really
Flight
Muscle
Phenomenon
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