PD

[russelljjarvis]

Hi @aquaresima,

This is just a draft PR so its easier to see the code where the figures came from. I am using PD informed synaptic delay distributions, and non uniform synaptic weights (drawn from PD informed random distributions too).

The main thing I have to do now is figure out how to make the network in proportion to the input stimulus, expose the network to the different training stimulus for a long time, and then try to run the network in inference mode, and try to show evidence of recognition.

[aquaresima]

Amazing, I ll check it out later In examples/papers/a Sequence_detection/analysis there are some easy convenience functions to run SVM on the activity and evaluate the network information processing capacity. Concerning the PR, great! Maybe make a new PD folder so we keep clean ;)

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On December 5, 2024 9:16:14 AM GMT+01:00, Russell Jarvis ***@***.***> wrote: Hi @aquaresima, This is just a draft PR so its easier to see the code where the figures came from. I am using PD informed synaptic delay distributions, and non uniform synaptic weights (drawn from PD informed random distributions too).    The main thing I have to do now is figure out how to make the network in proportion to the input stimulus, expose the network to the different training stimulus for a long time, and then try to run the network in inference mode, and try to show evidence of recognition. You can view, comment on, or merge this pull request online at: https://urldefense.com/v3/__https://github.com/JuliaSNN/SpikingNeuralNetworks.jl/pull/6__;!!JFdNOqOXpB6UZW0!sY4sYld03Hhhor4KlyUXKEzvBKekSRVOX5eMYpA_cOK_7Pxqalr398J8wqv2lCVhnNvaTVKjpXkdYAgut0Ed4YyZJxJpMjcRLw$ -- Commit Summary -- * add my potjans generating sparse matrix * debugged potjans wiring file * integrating my code * update code * Merge branch 'JuliaSNN:main' into main * update merge * added in getNMNIST * Merge branch 'main' of https://urldefense.com/v3/__https://github.com/JuliaSNN/SpikingNeuralNetworks.jl__;!!JFdNOqOXpB6UZW0!sY4sYld03Hhhor4KlyUXKEzvBKekSRVOX5eMYpA_cOK_7Pxqalr398J8wqv2lCVhnNvaTVKjpXkdYAgut0Ed4YyZJxKAy8oB4g$ * key changes * Merge branch 'main' of https://urldefense.com/v3/__https://github.com/JuliaSNN/SpikingNeuralNetworks.jl__;!!JFdNOqOXpB6UZW0!sY4sYld03Hhhor4KlyUXKEzvBKekSRVOX5eMYpA_cOK_7Pxqalr398J8wqv2lCVhnNvaTVKjpXkdYAgut0Ed4YyZJxKAy8oB4g$ * differencing and cleanup * revised batch_nmnist.py -- File Changes -- M Project.toml (8) A examples/PotjansDiesman.jl (217) A examples/Tonic_NMNIST_Stimulus.jl (98) A examples/batch_nmnist_motions.py (58) A examples/genPotjansConnectivity.jl (437) A examples/potjans_nmnist.jl (285) -- Patch Links -- https://urldefense.com/v3/__https://github.com/JuliaSNN/SpikingNeuralNetworks.jl/pull/6.patch__;!!JFdNOqOXpB6UZW0!sY4sYld03Hhhor4KlyUXKEzvBKekSRVOX5eMYpA_cOK_7Pxqalr398J8wqv2lCVhnNvaTVKjpXkdYAgut0Ed4YyZJxLkI_xCXQ$ https://urldefense.com/v3/__https://github.com/JuliaSNN/SpikingNeuralNetworks.jl/pull/6.diff__;!!JFdNOqOXpB6UZW0!sY4sYld03Hhhor4KlyUXKEzvBKekSRVOX5eMYpA_cOK_7Pxqalr398J8wqv2lCVhnNvaTVKjpXkdYAgut0Ed4YyZJxJCltgxcQ$ -- Reply to this email directly or view it on GitHub: https://urldefense.com/v3/__https://github.com/JuliaSNN/SpikingNeuralNetworks.jl/pull/6__;!!JFdNOqOXpB6UZW0!sY4sYld03Hhhor4KlyUXKEzvBKekSRVOX5eMYpA_cOK_7Pxqalr398J8wqv2lCVhnNvaTVKjpXkdYAgut0Ed4YyZJxJpMjcRLw$ You are receiving this because you were mentioned. Message ID: ***@***.***>

[aquaresima]

Thanks for the CI stuff. I have no clue on how that stuff works! I d be very happy if you do it for the main SpikingneuralNetworks package! I kept the tests updated in SpikingNeuralNetworks/tests, if you could run the runtests.jl file upon any commit to SNN, it'd be amazing.

One could also write tests for SNNUtils, but in that case one has to manage the dependency on SpikingNeuralNetworks, and even more than before, I have no clue how to do it!

Thanks

[russelljjarvis]

Continuous Integration finally passes on main. I will squash all of these commits into a few soon.