Updated papers/talks page in docs (#122)

* minor edit to math in hh-lesson doc

* Fix workflow, numpy install, and pytest bug in github action workflows (#117)

* Update pyproject.toml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* minor nudge/cleanup to minor patched version 2.0.1

* minor nudge/cleanup to minor patched version 2.0.3

* Merged back minor doc fix back to main (for syncing purposes) (#119)

* Nudge of release to minor patched version 2.0.3 (#118)

* nudge of doc to 2.0.2 (#115)

Co-authored-by: Alexander Ororbia <ago@hal3.cs.rit.edu>

* minor edit to math in hh-lesson doc

* Fix workflow, numpy install, and pytest bug in github action workflows (#117)

* Update pyproject.toml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* Update python-package-conda.yml

* minor nudge/cleanup to minor patched version 2.0.1

* minor nudge/cleanup to minor patched version 2.0.3

---------

Co-authored-by: Alexander Ororbia <ago@hal3.cs.rit.edu>
Co-authored-by: Viet Dung Nguyen <60036798+rxng8@users.noreply.github.com>

* fixed typo/error in doc evolving_synapses.md

---------

Co-authored-by: Alexander Ororbia <ago@hal3.cs.rit.edu>
Co-authored-by: Viet Dung Nguyen <60036798+rxng8@users.noreply.github.com>

* minor clean-up in model_basics docs

* minor fixes/cleanup of docs

* fixed typo in integration tutorial doc

* updated papers/talk page for ngclearn

---------

Co-authored-by: Alexander Ororbia <ago@hal3.cs.rit.edu>
Co-authored-by: Viet Dung Nguyen <60036798+rxng8@users.noreply.github.com>

Author: 3 people

docs/ngclearn_papers.md

@@ -1,28 +1,31 @@
-# List of Papers/Publications
+# List of Talks Related to NGC-Learn/Sim-Lib
+
+The following is a list of talks, including conference/symposium tech-talks, 
+given about NGC-Learn and/or NGC-Sim-Lib:
+
+1. Gebhardt, W. "An introduction to ngc-learn: A computational neuroscience library." 4th Applied Active Inference Symposium (2023). URL: https://www.youtube.com/watch?v=ynekj8F4zeY
+
+# List of Papers and Publications
 
 The following is a list of current papers that use ngc-learn (this list will be
 actively updated as we discover others that use ngc-learn):
 
-1. Ororbia, A., and Kifer, D. The neural coding framework for learning
-generative models. Nature Communications 13, 2064 (2022).
+1. Ororbia, A., and Kifer, D. "The neural coding framework for learning generative models". Nature Communications 13, 2064 (2022).
 
-2. Ororbia, A., and Mali, A. Backprop-free reinforcement learning with active
-neural generative coding. Proceedings of the AAAI Conference on Artificial
-intelligence (2022).
+2. Ororbia, A., and Mali, A. "Backprop-free reinforcement learning with active neural generative coding". Proceedings of the AAAI Conference on Artificial intelligence (2022).
 
-3. Ororbia, A. "Spiking neural predictive coding for continual learning
-from data streams." arXiv preprint arXiv:1908.08655 (2019).
+3. Ororbia, A. "Spiking neural predictive coding for continual learning from data streams." arXiv preprint arXiv:1908.08655 (2019).
 
-4. Ororbia, A, and Kelly, M. Alex. "CogNGen: constructing the kernel of
-a hyperdimensional predictive processing cognitive architecture."
+4. Ororbia, A, and Kelly, M. Alex. "CogNGen: Constructing the kernel of a hyperdimensional predictive processing cognitive architecture."
 Proceedings of the Annual Meeting of the Cognitive Science Society (CogSci), Volume 44 (2022).
 
-5. Ororbia, A., and Kelly, M. Alex. "“Learning using a Hyperdimensional Predictive Processing Cognitive
-Architecture." 15th International Conference on Artificial General Intelligence (AGI) (2022).
+5. Ororbia, A., and Kelly, M. Alex. "“Learning using a hyperdimensional predictive processing cognitive architecture." 15th International Conference on Artificial General Intelligence (AGI) (2022).
 
-6. Ororbia, A., Mali, A., Kifer, D., & Giles, C. L. "Lifelong neural predictive coding: Learning cumulatively online without 
+6. Ororbia, A., Mali, A., Kifer, D., and Giles, C. L. "Lifelong neural predictive coding: Learning cumulatively online without 
 forgetting." Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS) (2022).
 
+7. Gebhardt, W., and Ororbia, A. "Time-integrated spike-timing-dependent-plasticity." arXiv preprint arXiv:2407.10028 (2024).
+
 <b>Note:</b> Please let us know if your work uses ngc-learn so we can update this page to accurately track 
 ngc-learn's use and include your work in the accumulating body of work in predictive processing 
 and/or brain-inspired computational modeling.