Bio-inspired Computing

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• History of AI
• Case Studies
• Defense
• Lifelong Learning - Catastrophic Forgetting Challenge
• Evolutionary Computation / Genetic Algorithms
• Connecting Brains
• Other Challenges in Artificial Intelligence

Bio-inspired Computing is a subset of metaphor-based metaheuristics

• Bacterial Foraging Optimization Algorithm | Jason Brownlee
• Bat algorithm | Wikipedia
• Bees
  • (Artificial) Bee Colony Algorithm | Wikipedia
  • Bees Algorithm | Wikipedia
  • Flower Pollination Algorithm | R. Wang, Y. Zhou, S. Qiao and K. Huang
• Biodegradability Prediction | Wikipedia
• Neuroscience - brain architecture
• Cells
  • Cell Membrane | Wikipedia
  • Cellular Automaton | Wikipedia
  • Cellular evolutionary algorithm | Wikipedia
• Cuckoo Search | Wikipedia
• Cuttlefish Optimization Algorithm | Wikipedia
• Epidemiology of Infectious Disease (networks) | L. Danon, A.P. Ford, T. House, C.P. Jewell, M. Keeling, G.O. Roberts, J.V. Ross, and M.C. Vernon
• Collective Animal Intelligence
  • Flocking (birds) | Wikipedia
  • Ant Colony Optimization Algorithms (insects) | Wikipedia
  • DARPA Thinks Insect Brains Might Hold the Secret to Next-Gen AI (insects) | Nextgov
  • Swarm intelligence (insects) | Wikipedia
  • Particle Swarm Optimization | Wikipedia
  • Shoaling & Schooling (fish) | Wikipedia
  • Herd Behavior (land animals) | Wikipedia
• Evolution Strategy | Wikipedia
• Excitable Media; forest fires, "the wave", heart conditions, axons | Wikipedia
• Firefly Algorithm | Wikipedia
• Fish School Search | Wikipedia
• Fly Algorithm | Wikipedia
• {Leaping} Frog | R. Shivakumar, P.Tamilarasu and M.Panneerselvam
• Genetic Algorithm | Wikipedia
  • Chromosome (genetic algorithm) | Wikipedia
  • Mutation | Wikipedia
  • Inheritance | Wikipedia
• Grafting (decision trees) | Wikipedia
• (Artificial) Immune System | Wikipedia and Immunocomputing | Wikipedia
• (Artificial) Plant Optimization Algorithm | Wikipedia
• Plant Structures | Wikipedia
• Sensory Organs | Wikipedia
  • Connectome: How the Brain's Wiring Makes Us Who We Are | Sebastian Seung