sorn - v0.7.3-beta

What's Changed

New Feature Update:

• Added callbacks argument. The simulate_sorn and train_sorn class methods will return state_dict and the user requested network states and parameters as a dictionary. * @Saran-nns in https://github.com/Saran-nns/sorn/pull/43

Thrashed

• Removed async ops due to the delay in fetching operations between processes and memory. Further, the implemented operations (at current state) are not CPU intensive. * @Saran-nns in https://github.com/Saran-nns/sorn/pull/42

Full Changelog: https://github.com/Saran-nns/sorn/compare/v0.7.0...v0.7.3

Scientific Software - Peer-reviewed - Python
Published by Saran-nns over 4 years ago

sorn - v0.7.0-beta

Minor changes:

• Added Aync class for concurrent update of plasticity rules [STDP, IP, iSTDP, SP].
• Updated call for Plasticity methods through Async at Trainer and Simulator ### Todo
• I/O bound slows down the simulation. Perform optimization with respect to the number of workers. Otherwise, create an association matrix and do broadcasting over heavyside step func here and here

Version| Iterations | Pool size(ne)| Time(s) --- | --- | --- | ---
0.6.2 | 5000 | 200 | 166.213 0.7.0 | 5000 | 200 | 179.402

• Notebooks v0.6.2 and v0.7.0

Scientific Software - Peer-reviewed - Python
Published by Saran-nns over 4 years ago

sorn - sorn: A Python package for Self Organizing Recurrent Neural Network

Scientific Software - Peer-reviewed - Python
Published by Saran-nns almost 5 years ago

sorn - Stable pre-release of Self Organizing Recurrent Neural Network

Scientific Software - Peer-reviewed - Python
Published by Saran-nns almost 5 years ago

sorn - Stable pre-release

Scientific Software - Peer-reviewed - Python
Published by Saran-nns almost 5 years ago

sorn - Stable pre-release

Scientific Software - Peer-reviewed - Python
Published by Saran-nns almost 5 years ago

sorn - Sorn Stable beta release 0.4.6

Scientific Software - Peer-reviewed - Python
Published by Saran-nns over 5 years ago

sorn - Sorn Stable beta release 0.3.20

Scientific Software - Peer-reviewed - Python
Published by Saran-nns over 5 years ago

sorn - Sorn Stable beta release 0.3.19

Scientific Software - Peer-reviewed - Python
Published by Saran-nns over 5 years ago

sorn - Stable alpha release

Bool func of noise added. User now can override the network configurations by explicitly passing the args inside simulatesorn and trainsorn class methods of Simulation and Trainer respectively.

Scientific Software - Peer-reviewed - Python
Published by Saran-nns over 5 years ago

sorn - Stable pre-release

Scientific Software - Peer-reviewed - Python
Published by Saran-nns almost 6 years ago

sorn - sorn-alpha

Scientific Software - Peer-reviewed - Python
Published by Saran-nns over 7 years ago

sorn - sorn alpha 0.1.5

Scientific Software - Peer-reviewed - Python
Published by Saran-nns over 7 years ago

sorn - sorn alpha 0.1.4

Scientific Software - Peer-reviewed - Python
Published by Saran-nns over 7 years ago