Liquid State Machines in Python and NEST

A Bio-Mimetic Digital Organism . Unlike static AI, Genesis feels pain, gets bored, sleeps, and evolves its own code using Liquid State Machines. Exploring the future of Synthetic Consciousness.

A Liquid State Machine using quantized neurons that are operating on lower-bit representations and fixed point computations. It provides a next step towards the implementation of efficient accelerators that can be used in the field of neuromorphic computing.

A library that you can use to build spiking neural network brains for your Arduino robots! Largely allows you to follow the paradigms of liquid state machines with LIF neurons.

Short-Term Plasticity in a Liquid State Machine Biomimetic Robot Arm Controller

Neurorobotic Simulations on the Degradation of Multiple Column Liquid State Machines

Learning in Model Space based on Liquid State Machine

Spiking Neural Network (SNN) – Reservoir Model with spike-based feature extraction

🎓Automatically Update Reservoir Computing Papers Daily using Github Actions

Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions

Repo of the bachelor thesis 'Dynamic memory traces for sequence learning in spiking networks'

example for the library SNN (reservoir computing based on Spiking Neural Networks (SNNs))