no code implementations • 1 Jul 2019 • Zachariah Carmichael, Humza Syed, Dhireesha Kudithipudi
Echo state networks are computationally lightweight reservoir models inspired by the random projections observed in cortical circuitry.
no code implementations • 1 Aug 2018 • Zachariah Carmichael, Humza Syed, Stuart Burtner, Dhireesha Kudithipudi
Neuro-inspired recurrent neural network algorithms, such as echo state networks, are computationally lightweight and thereby map well onto untethered devices.