- Refactoring to support the dynamic deployment of actors in different cluster nodes.
- Refactoring to support the dynamic deployment of actors in different cluster nodes.
- Two deployment strategies were implemented so far: Random and concrete actor.
- Two deployment strategies were implemented so far: Random and concrete node.
- Fixes in the core to make it distributable. E.g, fixed serialization of messages, global state.
- Fixes in the core to make it distributable. E.g, fixed serialization of messages, global state.
- The Continuous Integration service was extended and enhanced [4]
- The Continuous Integration service was extended and enhanced [4]
- A new input mechanism was implemented [5, 6]
- A new input mechanism was implemented [5, 6]
Core:
Core:
- Preliminar version of supervised learning algorithm SpikeProp
- Preliminar version of Supervised Xor, an example of learning the Xor function with SpikeProp (Error-backpropagation in temporally encoded networks of spiking neurons)
- Added bio-inspired model i.e., a model with parameters similar to those in the nature.
- Added bio-inspired model i.e., a model with parameters similar to those in the nature.
- Added supervised learning algorithm SpikeProp
Examples:
- Examples of Mnist/Freeway/sevenSegment with the bio-inspired model.
- Examples of Mnist/Freeway/sevenSegment with the bio-inspired model.
- Example of Masquelier's experiment: Spike Timing Dependent Plasticity Finds the Start of Repeating Patterns in Continuous Spike Trains
- Example of Masquelier's experiment: Spike Timing Dependent Plasticity Finds the Start of Repeating Patterns in Continuous Spike Trains
- Added Supervised Xor, an example of learning the Xor function with SpikeProp (Error-backpropagation in temporally encoded networks of spiking neurons)
- Preliminar version of an example of direction detection with reservoir computing (using supervised STDP and only 2 directions)
- Preliminar version of an example of direction detection with reservoir computing (using supervised STDP and only 2 directions)