Analog Hardware for Neural Computation


  1. Hopfield (1982), “Neural Networks and Physical Systems with Emergent Collective Computational Abilities,” Proc. Natl. Acad. Sci. USA, 79, 2554-2558.
  2. Hopfield (1984), “Neurons with Graded Response have Collective Computational Properties like those of two-state Neurons,” Proc. Natl. Acad. Sci. USA, 81, 3088-3092.
  3. Hoppensteadt and Izhikevich (1999), “Oscillatory Neurocomputers with Dynamic Connectivity,” Physical Rev. Lett. 82, 2983-2986.
  4. Hoppensteadt and Izhikevich (2000), “Pattern Recognition via Synchronization in Phase-Locked Loop Neural Networks,” IEEE Trans. on Neural Networks, 11, 734-738
  5. Rietman, et al. (2003), “Analog Computation With Rings of Quasiperiodic Oscillators: The Microdynamics of Cognition in Living Machines,” Robotics and Autonomous Systems, 45, 249-263.