ATRLIF neuron model #846
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ATRLIF neuron model #846
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…r notebook to demonstrate the properties of the ATRLIF neuron
PhilippPlank
approved these changes
Apr 19, 2024
weidel-p
approved these changes
Apr 24, 2024
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@PhilippPlank @weidel-p thanks for reviewing. I've pushed the adjustments you asked for, so I guess it can be merged now. Regarding the NC process model, do you want to integrate this into Lava-Loihi? How can we proceed for that? |
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@jlubo Could you please update the branch with main? I had to fix a CI problem and this is now blocking this PR. Thanks! |
srrisbud
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May 16, 2024
* Explicitly keep track of all Processes in the Executable to make sure all Processes are assigned the Runtime Signed-off-by: Risbud, Sumedh <sumedh.risbud@intel.com> * A utility to measure the size of a python object recursively. Useful for example, to measure the size of NxBoard object after compilation Signed-off-by: Risbud, Sumedh <sumedh.risbud@intel.com> * Removed the utility to estimate Python object size Signed-off-by: Risbud, Sumedh <sumedh.risbud@intel.com> * Fixed Runtime unittest to accommodate passing an explicit ProcessList to the Executable Signed-off-by: Risbud, Sumedh <sumedh.risbud@intel.com> * Removed unused import Signed-off-by: Risbud, Sumedh <sumedh.risbud@intel.com> * LearningDense bit-accurate (#812) * minor change in dependency computation * updating stochastic round type hint * small fix in clip_weights * progress in making tests pass * fixing Sparse init * trying tests * adapting init method of LearningDense Process --------- Co-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com> * Bump fonttools from 4.41.1 to 4.43.0 (#824) Bumps [fonttools](https://github.com/fonttools/fonttools) from 4.41.1 to 4.43.0. - [Release notes](https://github.com/fonttools/fonttools/releases) - [Changelog](https://github.com/fonttools/fonttools/blob/main/NEWS.rst) - [Commits](fonttools/fonttools@4.41.1...4.43.0) --- updated-dependencies: - dependency-name: fonttools dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump gitpython from 3.1.37 to 3.1.41 (#825) Bumps [gitpython](https://github.com/gitpython-developers/GitPython) from 3.1.37 to 3.1.41. - [Release notes](https://github.com/gitpython-developers/GitPython/releases) - [Changelog](https://github.com/gitpython-developers/GitPython/blob/main/CHANGES) - [Commits](gitpython-developers/GitPython@3.1.37...3.1.41) --- updated-dependencies: - dependency-name: gitpython dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * SigmaS4Delta Neuronmodel and Layer with Unittests (#830) * first wokring version * S4D model cleaned * update license * fix imports * linting * incorporate reviews * update docstring * Bump pillow from 10.0.1 to 10.2.0 (#832) Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.0.1 to 10.2.0. - [Release notes](https://github.com/python-pillow/Pillow/releases) - [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst) - [Commits](python-pillow/Pillow@10.0.1...10.2.0) --- updated-dependencies: - dependency-name: pillow dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com> * [QUBO] Solution readout via spikeIO for multi-chip support (#820) * 32bit receiver * linting --------- Co-authored-by: Risbud, Sumedh <sumedh.risbud@intel.com> * Bump cryptography from 41.0.6 to 42.0.0 (#834) Bumps [cryptography](https://github.com/pyca/cryptography) from 41.0.6 to 42.0.0. - [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst) - [Commits](pyca/cryptography@41.0.6...42.0.0) --- updated-dependencies: - dependency-name: cryptography dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump cryptography from 42.0.0 to 42.0.2 (#836) Bumps [cryptography](https://github.com/pyca/cryptography) from 42.0.0 to 42.0.2. - [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst) - [Commits](pyca/cryptography@42.0.0...42.0.2) --- updated-dependencies: - dependency-name: cryptography dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump cryptography from 42.0.2 to 42.0.4 (#837) Bumps [cryptography](https://github.com/pyca/cryptography) from 42.0.2 to 42.0.4. - [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst) - [Commits](pyca/cryptography@42.0.2...42.0.4) --- updated-dependencies: - dependency-name: cryptography dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Spiker with 32bit * Alternative to Injector/Extractor Processes (#835) * prototype implementing injector/extractor function, not wrapped in a Process * modified injector and extractor classes * fixed linting --------- Co-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com> Co-authored-by: Philipp Plank <philipp.plank@intel.com> * fix security issues * Fix workflows (#844) * prototype implementing injector/extractor function, not wrapped in a Process * modified injector and extractor classes * fixed linting * fix workflows --------- Co-authored-by: gkarray <ghassen.karray@intel.com> * Bump pillow from 10.2.0 to 10.3.0 (#847) Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.2.0 to 10.3.0. - [Release notes](https://github.com/python-pillow/Pillow/releases) - [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst) - [Commits](python-pillow/Pillow@10.2.0...10.3.0) --- updated-dependencies: - dependency-name: pillow dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Bump idna from 3.6 to 3.7 (#848) Bumps [idna](https://github.com/kjd/idna) from 3.6 to 3.7. - [Release notes](https://github.com/kjd/idna/releases) - [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.rst) - [Commits](kjd/idna@v3.6...v3.7) --- updated-dependencies: - dependency-name: idna dependency-type: indirect ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> * Update ci.yml (#853) * ATRLIF neuron model (#846) * added process and CPU process models of ATRLIF neuron; added a Jupyter notebook to demonstrate the properties of the ATRLIF neuron * testing of the tutorial * tests for process and model added; copyright notes added; cleanup * codacy-related fixed * comment formatting and copyright notices adjusted * Add the models and process of conv_in_time in src/lava/proc/conv_in_time (#833) * add the models and process of conv_in_time in src/lava/proc/conv_in_time * remove unused library * remove Trailing whitespace * add unittest for conv in time and related pytorch ground truth * add fixed_pt version of conv in time * change input to spike_input * add from lava.proc.conv import utils * remove unwanted comments * fixed some linting errors * Start all comments with upper case character & change the year for all copyright headers to 2024 for new files * remove whitespace * continuation line under-indented * Trailing whitespace * shorten variables names --------- Co-authored-by: bamsumit <bam_sumit@hotmail.com> Co-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com> * Fixed/updated poetry.lock to match the TOML file Signed-off-by: Risbud, Sumedh <sumedh.risbud@intel.com> * Delinting Signed-off-by: Risbud, Sumedh <sumedh.risbud@intel.com> * Fixed a unittest by adding .name attribute to a Mock object Signed-off-by: Risbud, Sumedh <sumedh.risbud@intel.com> --------- Signed-off-by: Risbud, Sumedh <sumedh.risbud@intel.com> Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: Ghassen Karray <36999864+gkarray@users.noreply.github.com> Co-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: smm-ncl <145007783+smm-ncl@users.noreply.github.com> Co-authored-by: Philipp Stratmann <86950058+phstratmann@users.noreply.github.com> Co-authored-by: Philipp Plank <philipp.plank@intel.com> Co-authored-by: gkarray <ghassen.karray@intel.com> Co-authored-by: Jannik Luboeinski <33398515+jlubo@users.noreply.github.com> Co-authored-by: Zeyu Liu <liuzeyu@usc.edu> Co-authored-by: bamsumit <bam_sumit@hotmail.com>
monkin77
pushed a commit
to monkin77/thesis-lava
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Jul 12, 2024
* added process and CPU process models of ATRLIF neuron; added a Jupyter notebook to demonstrate the properties of the ATRLIF neuron * testing of the tutorial * tests for process and model added; copyright notes added; cleanup * codacy-related fixed * comment formatting and copyright notices adjusted
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This adds to the Lava process library a Leaky Integrate-and-Fire neuron with adaptive threshold and adaptive refractoriness (ATRLIF neuron). Both a floating- and a fixed-point CPU process model implementation are contained.
I also have a working NC process model, based on microcode from Lava-DL, which I kindly received from @bamsumit. For that, I'd like to know how to proceed to integrate the model into Lava-Loihi.
As a side note, the neuron model has already been integrated into Brian2Lava.
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flakeheaven lint src/lava tests/) and (bandit -r src/lava/.) pass locallypytest) passes locally (except fortutorial02_processes.ipynb, for unknown reasons)Pull request type
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