AI Reading List

Based on Grady Booch's collection of books on AI, neuroscience, and what it means to be human.


= 461 books, 181,577 pages
       
2024
 
272 pages
The AI Mirror: How to Reclaim Our Humanity in an Age of Machine Thinking
 
840 pages
Foundations of Computer Vision (Adaptive Computation and Machine Learning series)
 
690 pages
From Brain Dynamics to the Mind: Spatiotemporal Neuroscience
 
648 pages
Elephant And The Blind
 
256 pages
Co-Intelligence
 
264 pages
AI
2023
 
26 pages
Alice and Sparkle
 
101 pages
Art of Prompt Engineering with chatGPT
 
112 pages
What Is ChatGPT Doing and Why Does It Work?
 
232 pages
Impromptu
 
270 pages
Science and Art of Dreaming
 
304 pages
Planta Sapiens
 
256 pages
Sentience
 
224 pages
Causal Inference
 
272 pages
Memory
 
360 pages
Generative AI With LangChain
 
432 pages
Brief History Of Intelligence
 
90 pages
Computational Theory Of Mind
 
333 pages
Free Agents
 
336 pages
Worlds I See
 
336 pages
Unmasking AI
 
528 pages
Determined
 
214 pages
Birth Of Computer Vision
 
486 pages
Artificial General Intelligence
 
95 pages
Artificial Intelligence Through The Ages
 
272 pages
Eye Of The Master
 
649 pages
Artificial Intelligence, 3rd Edition
 
304 pages
Experience Machine
2022
 
160 pages
Is AI Good for the Planet?
 
272 pages
Mind of a Bee
 
288 pages
Active Inference: Free Energy Principle in Mind, Brain, and Behavior
 
320 pages
Machines Like Us
 
352 pages
Natural General Intelligence
 
384 pages
Ways of Being
 
512 pages
Book of Minds
 
620 pages
Effect
 
304 pages
God, Human, Animal, Machine
 
432 pages
Cognitive Psychology
 
288 pages
Age Of AI
 
266 pages
Trustworthy Machine Learning
 
432 pages
Hidden Spring
 
132 pages
Erewhon
 
394 pages
Evolution Of Consciousness
 
404 pages
Non-Computable You
 
1292 pages
Artificial Intelligence Modern Approach, 4th Edition
 
288 pages
Machines Behaving Badly
 
328 pages
Is Consciousness Everywhere?
2021
 
192 pages
Redesigning AI
 
206 pages
Fake AI
 
246 pages
Animal Algorithms: Evolution and the Mysterious Origin of Ingenious Instincts
 
256 pages
Feeling and Knowing
 
272 pages
Brief History of Artificial Intelligence
 
274 pages
Biological and Computer Vision
 
288 pages
Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
 
288 pages
Thousand Brains
 
320 pages
Conversational AI
 
320 pages
Livewired
 
320 pages
Myth of Artificial Intelligence
 
352 pages
Being You
 
384 pages
Self-Assembling Brain
 
400 pages
Models of the Mind
 
464 pages
Brain from Inside Out
 
480 pages
AI 2041: Ten Visions for Our Future
 
504 pages
Deep Learning with Python, 2nd Edition
 
682 pages
On Consciousness
 
800 pages
Conscious Mind, Resonant Brain
 
896 pages
Oxford Handbook of Ethics of AI
 
948 pages
Engines of Cognition: Failure
 
948 pages
Engines of Cognition: Incentives
 
948 pages
Engines of Cognition: Modularity
 
948 pages
Engines of Cognition: Trust
 
1696 pages
Principles of Neural Science, 6th Edition
 
247 pages
Physics Of Consciousness
2020
 
156 pages
Artificial Revolution: On Power, Politics and AI
 
192 pages
Seven And A Half Lessons About The Brain
 
224 pages
Beyond the Uncanny Valley
 
300 pages
Approaching (Almost) Any Machine Learning Problem
 
300 pages
Reasonable Robot
 
304 pages
T-Minus AI
 
336 pages
Algorithms Are Not Enough: Creating General Artificial Intelligence
 
352 pages
Metazoa
 
416 pages
Road To Conscious Machines
 
432 pages
Deep History of Ourselves
 
448 pages
AI Narratives: History of Imaginative Thinking about Intelligent Machines
 
456 pages
Practical Natural Language Processing
 
476 pages
Alignment Problem: Machine Learning and Human Values
 
496 pages
Idea of the Brain
 
668 pages
Neural Circuit and Cognitive Development
 
272 pages
Age Of AI
 
121 pages
Neural Circuits Of Innate Behaviors
 
510 pages
Routledge Handbook Of The Computational Mind
 
272 pages
X-Risk
 
540 pages
Brains Through Time
2019
 
127 pages
Responsible Artificial Intelligence
 
135 pages
Simulation Theory of Consciousness
 
144 pages
Conscious
 
170 pages
Big Brain Revolution
 
184 pages
Promise of Artificial Intelligence
 
192 pages
Artificial You: AI and the Future of Your Mind
 
216 pages
Artificial Intelligence Engines
 
224 pages
Artificial Intelligence: Illustrated History
 
256 pages
Galileo's Error
 
256 pages
Rethinking Consciousness
 
272 pages
You Look Like a Thing and I Love You
 
280 pages
Feeling of Life Itself
 
288 pages
Embodied Cognition
 
288 pages
Rebooting AI
 
320 pages
Possible Minds
 
330 pages
Generative Deep Learning
 
336 pages
Artificial Intelligence: Guide for Thinking Humans
 
336 pages
Brain-Mind
 
352 pages
Human Compatible
 
390 pages
Development of the Nervous System
 
390 pages
Soar Cognitive Architecture
 
416 pages
Deep Learning Illustrated
 
544 pages
Natural Language Processing in Action
 
264 pages
Human Brain Book
 
616 pages
Master And His Emissary
 
408 pages
Enigma Of Reason
 
248 pages
Beyond Concepts
2018
 
184 pages
Artificial Intelligence: Very Short Introduction
 
208 pages
Consciousness Demystified
 
232 pages
Artifictional Intelligence: Against Humanity's Surrender to Computers
 
232 pages
Building Minds with Patterns
 
248 pages
Artificial Unintelligence: How Computers Misunderstand the World
 
264 pages
Mind Is Flat
 
272 pages
AIQ: How People and Machines Are Smarter Together
 
288 pages
Consciousness Instinct
 
288 pages
Solomon's Code
 
312 pages
How Smart Machines Think
 
336 pages
Fourth Age
 
352 pages
Deep Learning Revolution
 
360 pages
Twitterbots
 
394 pages
Artificial Intuition: Improbable Deep Learning Revolution
 
432 pages
Book of Why
 
444 pages
Artificial Intelligence Safety and Security
 
448 pages
How Emotions Are Made
 
536 pages
Spontaneous Brain
 
554 pages
Architects of Intelligence
 
618 pages
Consciousness
 
624 pages
Handbook of Brain Microcircuits
 
184 pages
Artificial Intelligence
2017
 
192 pages
Common Sense, the Turing Test, and the Quest for Real AI
 
224 pages
Machines That Think
 
224 pages
Sentient Machine
 
256 pages
Android Dreams: Past, Present and Future of Artificial Intelligence
 
256 pages
Brain: Story of You
 
270 pages
Machine Question
 
272 pages
Other Minds
 
304 pages
Consciousness and Fundamental Reality
 
306 pages
Nature of the Machine and the Collapse of Cybernetics
 
312 pages
Neither Ghost nor Machine
 
316 pages
Perceptrons
 
328 pages
Heart of the Machine
 
330 pages
Cognitive Neuroscience Of Memory
 
352 pages
Cybernetics Moment
 
368 pages
Deep Learning AI Playbook
 
386 pages
Ancient Origins of Consciousness: How the Brain Created Experience
 
388 pages
Embodied Mind
 
496 pages
From Bacteria to Bach and Back
 
512 pages
Cajal's Neuronal Forest
 
528 pages
Evolution of Memory Systems
 
568 pages
Measure of All Minds
 
568 pages
Principles of Neural Design
 
822 pages
Consciousness and the Universe
 
388 pages
The Embodied Mind, revised edition: Cognitive Science and Human Experience (Mit Press)
 
24 pages
Rules For The Direction Of The Mind
 
300 pages
Illusionism
2016
 
160 pages
Causal Inference in Statistics
 
208 pages
AI: Its nature and future
 
266 pages
Neuroscience of Intelligence
 
390 pages
Theories of Consciousness
 
432 pages
Rise of the Machines
 
571 pages
Restless Clock
 
736 pages
Cybernetics: Macy Conferences 1946-1953
 
800 pages
Deep Learning
 
352 pages
Are We Smart Enough To Know How Smart Animals Are?
 
488 pages
Embodiments Of Mind
 
176 pages
Micro-, Meso- And Macro-Connectomics Of The Brain
2015
 
104 pages
Relativistic Brain
 
227 pages
Artificial Superintelligence: Futuristic Approach
 
272 pages
Soul of an Octopus
 
284 pages
Consciousness and the Social Brain
 
288 pages
Cognitive Computing and Big Data Analytics
 
388 pages
Dawn of the Neuron
 
424 pages
Surfing Uncertainty
 
456 pages
Brain Computation as Hierarchical Abstraction
 
480 pages
How to Build a Brain
 
576 pages
What to Think About Machines That Think
 
672 pages
Soul Machine
 
975 pages
Neuroscience, 4th Edition
2014
 
62 pages
Smarter Than Us
 
211 pages
Artificial Intelligence Revolution
 
304 pages
Future of the Brain
 
333 pages
Intelligence Unbound
 
352 pages
Consciousness and the Brain
 
352 pages
Superintelligence
 
424 pages
Quantum Models of Cognition and Decision
 
348 pages
Cognitive Psychology
 
390 pages
History Of The Brain
 
432 pages
Engineering General Intelligence
2013
 
160 pages
Smart Machines
 
256 pages
Explaining the Computational Mind
 
322 pages
Our Final Invention
 
352 pages
How to Create a Mind
 
352 pages
Physics in Mind
 
484 pages
Causality, 2nd Edition
 
499 pages
Thinking, Fast and Slow
 
625 pages
Inside Computer Understanding
2012
 
144 pages
Mind and Cosmos
 
181 pages
Consciousness: Confessions of a Romantic Reductionist
 
304 pages
Darwin Among the Machines
 
322 pages
Thinking as Computation
 
352 pages
Ravenous Brain
 
384 pages
Connectome
 
384 pages
Machine Learning in Action
 
384 pages
Neural Control Engineering
 
384 pages
Phi
 
392 pages
Extended Mind
 
400 pages
Biological Learning and Control
 
412 pages
Foundations of Machine Learning
 
416 pages
Machine Learning
 
1104 pages
Machine Learning
 
144 pages
Computer And The Brain
 
188 pages
Synthesis Of Digital Automata
2011
 
180 pages
Toward a Psychology of Being
 
192 pages
Machinamenta
 
258 pages
Mind and the Machine
 
288 pages
Final Jeopardy
 
304 pages
Quantum Enigma
 
320 pages
Most Human Human
 
344 pages
Bayesian Brain
 
352 pages
Brain Architecture
 
384 pages
Tell-Tale Brain
 
404 pages
Principles of Computational Modelling in Neuroscience
 
448 pages
Rhythms of the Brain
 
528 pages
Frames of Mind
 
536 pages
Cybernetic Brain
 
624 pages
Incomplete Nature: How Mind Emerged from Matter
 
768 pages
From Neuron to Brain
2010
 
150 pages
Lifecycle of Software Objects
 
176 pages
What Does It Mean to Be Human?
 
212 pages
Neural-Symbolic Cognitive Reasoning
 
218 pages
Embodiment and the Inner Life
 
240 pages
LoT 2
 
240 pages
Portraits of the Mind
 
288 pages
Ego Tunnel
 
318 pages
Supersizing the Mind
 
384 pages
Self Comes to Mind
 
416 pages
Fundamentals of Computational Neuroscience
 
424 pages
Networks of the Brain
 
216 pages
Brain
2009
 
224 pages
Cognitive Modeling
 
224 pages
Kluge
 
290 pages
How Can the Human Mind Occur in the Physical Universe?
 
400 pages
Principles of Synthetic Intelligence
 
580 pages
Quest for Artificial Intelligence
 
1152 pages
Artificial Intelligence: Modern Approach, 3rd Edition
 
272 pages
On Being Certain
 
120 pages
My View Of The World
 
336 pages
Memory And The Computational Brain
 
210 pages
On The Origins Of Cognitive Science
2008
 
259 pages
Brain Landscape
 
272 pages
Rapture for the Geeks
 
540 pages
Parsing the Turing Test
 
608 pages
Being and Time
 
627 pages
Computing the Mind
 
627 pages
Elements of Argumentation
 
659 pages
Bio-Inspired Artificial Intelligence
 
480 pages
Emergence: Contemporary Readings in Philosophy and Science
 
156 pages
Virtualism, Mind And Reality
 
190 pages
Evolution Of Consciousness
2007
 
250 pages
Artificial Consciousness
 
389 pages
Genesis Redux
 
400 pages
Emotion Machine
 
408 pages
Beyond AI
 
436 pages
I Am a Strange Loop
 
448 pages
Brain That Changes Itself
 
512 pages
Stuff of Thought
 
528 pages
In Search of Memory
2006
 
384 pages
Thinking About Android Epistemology
 
480 pages
Architecture of the Mind: Massive Modularity and the Flexibility of Thought
 
525 pages
Artificial General Intelligence
 
304 pages
Evolution Of Consciousness
 
256 pages
Varieties Of Meaning
2005
 
208 pages
Brief Tour of Human Consciousness
 
272 pages
On Intelligence
 
336 pages
Descartes' Error
 
352 pages
Emotional Intelligence
 
480 pages
Theoretical Neuroscience
 
518 pages
Computer-Aided Intelligent Recognition Techniques and Applications
 
752 pages
Comparative Vertebrate Neuroanatomy
2004
 
467 pages
How to Solve It
 
544 pages
Mechanical Bodies, Computational Minds
 
588 pages
Biophysics of Computation
 
714 pages
Being No One
 
928 pages
Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 5th Edition
 
384 pages
Minds Behind The Brain
 
240 pages
Brief History Of The Mind
2003
 
229 pages
Natural-Born Cyborgs
 
242 pages
Algebraic Mind: Integrating Connectionism and Cognitive Science (Learning, Development, and Conceptual Change)
 
288 pages
Birth Of The Mind
 
310 pages
Artificial Love
 
368 pages
Looking for Spinoza
 
416 pages
Synaptic Self
 
492 pages
What Is Thought? (Bradford Books)
 
792 pages
Synapses
 
224 pages
Emerging Mind
2002
 
320 pages
Behind Deep Blue
 
419 pages
Illusion of Conscious Will
 
426 pages
Views into the Chinese Room
 
1308 pages
Handbook of Brain Theory and Neural Networks, 2nd Edition
2001
 
210 pages
In the Theater of Consciousness
 
228 pages
Are We Spiritual Machines?
 
304 pages
What Does It Mean to Be Human?
 
376 pages
Animal Minds: Beyond Cognition to Consciousness
 
406 pages
Blondie24
 
512 pages
Mind's I
 
535 pages
Self-Organization in Biological Systems
 
544 pages
Swarm Intelligence
 
1096 pages
MIT Encyclopedia of the Cognitive Sciences
 
766 pages
Upheavals Of Thought
2000
 
112 pages
Computer and the Brain: 2nd Edition
 
144 pages
Mind Doesn't Work That Way
 
224 pages
Large, the Small, and the Human Mind
 
288 pages
Meme Machine
 
288 pages
Universe Of Consciousness
 
318 pages
Brain
 
348 pages
Concept of Mind
 
384 pages
Physics Of Consciousness
 
388 pages
Age of Spiritual Machines: When Computers Exceed Human Intelligence
 
400 pages
Feeling Of What Happens
 
448 pages
Talking Nets
 
576 pages
Minds, Brains, and Computers
 
608 pages
Knowledge Representation
 
688 pages
Pattern Classification
 
220 pages
Why We Feel
1999
 
213 pages
Cambrian Intelligence
 
224 pages
Mapping the Mind
 
351 pages
Neural Codes and Distributed Representations
 
352 pages
Phantoms in the Brain
 
416 pages
Spikes
 
480 pages
User Illusion
 
672 pages
Neural and Adaptive Systems
 
372 pages
Memory In The Cerebral Cortex
 
260 pages
On The Fourfold Root Of The Principle Of Sufficient Reason
1998
 
272 pages
Is Data Human?
 
292 pages
Being There
 
300 pages
Wittgenstein's Remarks on the Foundations of AI
 
423 pages
WordNet
1997
 
392 pages
Connectionist-Symbolic Integration
 
432 pages
Conscious Mind
 
476 pages
Mind Design II
 
660 pages
How the Mind Works
1996
 
252 pages
Design of Intelligent Agents
 
384 pages
HAL's Legacy
 
402 pages
Cognition in the Wild
 
528 pages
Fluid Concepts
 
192 pages
Kinds Of Minds
1995
 
176 pages
Strange, Familiar, and Forgotten
 
336 pages
Astonishing Hypothesis: Scientific Search for the Soul
 
360 pages
Architecture of Cognition
 
550 pages
Computers and Thought
 
416 pages
Roots Of Consciousness
1994
 
164 pages
Simulacra and Simulation
 
400 pages
Ai
 
480 pages
Shadows of the Mind
 
494 pages
Language Instinct
 
560 pages
Computational Brain
1993
 
400 pages
Artificial Life: Report from the Frontier Where Computers Meet Biology
 
400 pages
Materialist Theory of the Mind
 
408 pages
C++ Neural Networks and Fuzzy Logic
 
432 pages
Dynamic Systems Approach To Development
1992
 
429 pages
What Computers Still Can't Do
 
240 pages
History Of The Mind
1991
 
449 pages
Neural Networks and Fuzzy Systems
 
480 pages
Emperor's New Mind
 
500 pages
Principles of Semantic Networks
 
511 pages
Consciousness Explained
 
154 pages
Representation And Reality
 
296 pages
Corticonics
1990
 
196 pages
Foundations of Neural Networks
 
224 pages
Mind Children
 
576 pages
Unified Theories of Cognition
 
654 pages
Artificial Intelligence at MIT: Expanding Frontiers, Vol. 2
 
699 pages
Handbook of Artificial Intelligence, Vol. 4
 
825 pages
Machine Learning, Vol. 3
 
684 pages
Artificial Intelligence At MIT Expanding Frontiers, Vol. 1
 
448 pages
Neurocomputing
1989
 
524 pages
Blackboard Architectures and Applications
 
560 pages
Neurophilosophy
 
399 pages
Evolution And Consciousness
1988
 
199 pages
Human Use Of Human Beings
 
231 pages
Mind Over Machine
 
336 pages
Society of Mind
 
602 pages
Blackboard Systems
 
632 pages
Parallel Distributed Processing, Vol. 2
 
584 pages
Probabilistic Reasoning In Intelligent Systems
1987
 
400 pages
Neural Darwinism
 
650 pages
Cognitive Science
1986
 
168 pages
Vehicles
 
288 pages
Dragons of Eden: Speculations on the Evolution of Human Intelligence
 
510 pages
On Conceptual Modelling
 
738 pages
Machine Learning, Vol. 2
 
658 pages
Handbook of Artificial Intelligence, Vol. 3
 
576 pages
Parallel Distributed Processing, Vol. 1
1985
 
572 pages
Readings in Knowledge Representation
 
701 pages
Introduction to Artificial Intelligence
1984
 
268 pages
Cognitive Computer
 
399 pages
Heuristics
 
432 pages
Beyond IQ
 
527 pages
Artificial Intelligence, 2nd Edition
 
528 pages
Readings in Medical Artificial Intelligence
1983
 
230 pages
Electronically Speaking
 
288 pages
Fifth Generation
 
352 pages
Principles of Computer Speech
 
352 pages
Situations and Attitudes
 
436 pages
Artificial Intelligence
 
444 pages
Building Expert Systems
 
480 pages
In-Depth Understanding: A Computer Model of Integrated Processing for Narrative Comprehension (Artificial Intelligence)
 
481 pages
Conceptual Structures
 
337 pages
Computer Modeling Of Mathematical Reasoning
 
145 pages
Modularity Of Mind
1982
 
106 pages
Mindful Brain
 
428 pages
Handbook of Artificial Intelligence, Vol. 2
 
508 pages
Artificial Intelligence: MIT Perspective, Vol. 1
 
544 pages
Computer Vision
 
572 pages
Machine Learning, Vol. 1
 
608 pages
Language As a Cognitive Process
 
1056 pages
Handbook of Human Intelligence
 
296 pages
Fifth Generation Computer Systems
 
490 pages
Knowledge-Based Systems in Artificial Intelligence
1981
 
352 pages
Brains, Behavior, and Robotics
 
375 pages
Machines Who Think
 
537 pages
Artificial Intelligence and Natural Man
 
547 pages
Readings in Artificial Intelligence
 
410 pages
Handbook of Artificial Intelligence, Vol. 1
1980
 
399 pages
Natural Language Information Processing
 
476 pages
Principles of Artificial Intelligence
 
490 pages
Engineering Intelligent Systems: Concepts, Theory and Applications
 
214 pages
Language Of Thought
1979
 
278 pages
Knowledge-based Program Construction
 
502 pages
Artificial Intelligence: MIT Perspective, Vol. 2
1978
 
114 pages
Sargon
 
253 pages
Artificial Intelligence: Introductory Course
1977
 
444 pages
Artificial Intelligence, 1st Edition
 
316 pages
Introduction To Human Information Processing
1976
 
468 pages
Origin of Consciousness in the Breakdown of the Bicameral Mind
1974
 
240 pages
Mind In The Waters
1972
 
194 pages
Language and Mind
 
784 pages
Human Problem Solving
1971
 
352 pages
Myth of the Machine
 
461 pages
Procedures as a Representation for Data in a Computer Program for Understanding Natural Language
1970
 
253 pages
Pattern Recognition
1969
 
417 pages
Rechnender Raum
1967
 
136 pages
Nature of Explanation
1965
 
212 pages
Cybernetics, 2nd Edition
1963
 
328 pages
Living Brain
1960
 
281 pages
Dimensions Of Mind
 
320 pages
Thinking Machine
1958
 
137 pages
I And Thou
generated on 2024-06-07 based on this source data sheet