Context Modulation Enables Multi-tasking and Resource Efficiency in Liquid State Machines

Author:

Helfer Peter1ORCID,Teeter Corinne2ORCID,Hill Aaron2ORCID,Vineyard Craig M.2ORCID,Aimone James B.2ORCID,Kudithipudi Dhireesha1ORCID

Affiliation:

1. University of Texas at San Antonio, San Antonio, Texas, United States

2. Sandia National Laboratories, Albuquerque, New Mexico, United States

Funder

Sandia National Laboratories

Publisher

ACM

Reference30 articles.

1. James B. Aimone and William M . Severa . 2017 . Context-Modulation of Hippocampal Dynamics and Deep Convolutional Networks . arXiv:1711.09876 [cs, q-bio, stat] (Nov. 2017). arXiv:1711.09876 [cs, q-bio, stat] James B. Aimone and William M. Severa. 2017. Context-Modulation of Hippocampal Dynamics and Deep Convolutional Networks. arXiv:1711.09876 [cs, q-bio, stat] (Nov. 2017). arXiv:1711.09876 [cs, q-bio, stat]

2. Shawn Beaulieu , Lapo Frati , Thomas Miconi , Joel Lehman , Kenneth O. Stanley , Jeff Clune , and Nick Cheney . 2020. Learning to Continually Learn. arXiv:2002.09571 [cs, stat] (March 2020 ). arXiv:2002.09571 [cs, stat] Shawn Beaulieu, Lapo Frati, Thomas Miconi, Joel Lehman, Kenneth O. Stanley, Jeff Clune, and Nick Cheney. 2020. Learning to Continually Learn. arXiv:2002.09571 [cs, stat] (March 2020). arXiv:2002.09571 [cs, stat]

3. Daniel Bernau Jonas Robl and Florian Kerschbaum. 2022. Assessing Differentially Private Variational Autoencoders under Membership Inference. arXiv:2204.07877 [cs] Daniel Bernau Jonas Robl and Florian Kerschbaum. 2022. Assessing Differentially Private Variational Autoencoders under Membership Inference. arXiv:2204.07877 [cs]

4. Context and Behavioral Processes in Extinction: Table 1.

5. Anurag Daram , Angel Yanguas-Gil , and Dhireesha Kudithipudi . 2020. Exploring Neuromodulation for Dynamic Learning. Frontiers in Neuroscience 14 ( 2020 ). Anurag Daram, Angel Yanguas-Gil, and Dhireesha Kudithipudi. 2020. Exploring Neuromodulation for Dynamic Learning. Frontiers in Neuroscience 14 (2020).

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