Liquid State Machine

Simulation and optimization of a liquid state machine

Implementation details for the liquid are given in: Maass, W. "Real-time Computing Without Stable States: A New Framework for Neural Computation Based on perturbations." Neural Computations 14, 2002: 2531-2560.

Installation instructions:

• Use CMake to set the directories of the required libraries.
• Generate the project and build it
• running main will simulate an LSM, and evolve, it to optimize its performance on a given problem.

Required libraries:

1. NeMo-0.7.2
2. boost_1_55_0
3. Eigen3
4. Gaul-0.1849

Tested on:

• Ubuntu 14.04

Computational Vision and Robotics Laboratory (CVRL), Foundation for Research and Technology (FORTH), Hellas

contact: Emmanouil Hourdakis ([email protected])