Memristor-based Synaptic Sampling Machines

no code implementations • 2 Aug 2018 • Irina Dolzhikova, Khaled Salama, Vipin Kizheppatt, Alex Pappachen James

Synaptic Sampling Machine (SSM) is a type of neural network model that considers biological unreliability of the synapses.

Edge-computing

Hierarchical Temporal Memory using Memristor Networks: A Survey

no code implementations • 8 May 2018 • Olga Krestinskaya, Irina Dolzhikova, Alex Pappachen James

This paper presents a survey of the currently available hardware designs for implementation of the human cortex inspired algorithm, Hierarchical Temporal Memory (HTM).

Hardware Architecture Emerging Technologies