CR4-DL

Planned Reading List

By Brian Pho

I plan to read the following textbooks and books. This list will be updated as my interests change. Books with a high priority are starred (*), and books with a low priority are underscored (_) until I can find a better copy.

Textbooks

Neuroscience

  • _Spikes - Exploring the Neural Code
  • _Vision Science - Photons to Phenomenology
  • Biophysics of Computation - Information Processing in Single Neurons
  • Vision - A Computational Investigation into the Human Representation and Processing of Visual Information
  • Language in Our Brain - The Origins of a Uniquely Human Capacity
  • Open MIND - philosophy and the mind sciences in the 21st century
  • The Neuroscience of Intelligence
  • Theoretical Neuroscience - Computational and Mathematical Modeling of Neural Systems
  • Brain Computation as Hierarchical Abstraction
  • Seeing (2nd Ed.)

Neuromorphic Computing

  • _Neural Engineering - Computation, Representation, and Dynamics in Neurobiological Systems
  • _Introduction to VLSI Systems
  • _Analog VLSI and Neural Systems

Artificial Intelligence

  • Parallel Distributed Processing - Foundations (Vol. 1)
  • Parallel Distributed Processing - Psychological and Biological Models (Vol. 2)

Psychology

  • Biopsychology (10th Ed.)

Books

Neuroscience

  • Consciousness Explained
  • The Brain That Changes Itself
  • Biology’s First Law: The Tendency for Diversity and Complexity to Increase in Evolutionary Systems
  • Darwin’s on the Origin of Species: A Modern Rendition
  • The Blind Watchmaker
  • Why We Sleep: Unlocking the Power of Sleep and Dreams
  • Disordered Mind
  • How to Create a Mind: The Secret of Human Thought Revealed
  • Kluge: The Haphazard Construction of the Human Mind
  • The Voices Within: The History and Science of How We Talk to Ourselves
  • Other Minds: The Octopus, the Sea, and the Deep Origins of Consciousness
  • The Ancient Origins of Consciousness: How the Brain Created Experience