Connectionists: Temporal Aware Machine Intelligence - hiring both postdoc and RAs - Massachusetts

Hava Siegelmann hava.siegelmann at gmail.com
Fri Nov 27 12:31:12 EST 2020


The Siegelmann BINDS lab at UMass, Amherst is hiring multiple research
assistance and postdoc positions for a couple of projects:



Project 1:  “Reconsolidation Temporal Neural Machine” focuses on temporal
associative memories and a-synchronic computation with neural networks.
(DARPA)



Applying postdoc should have knowledge in many of the items below, RA
should have knowledge is some of them:



1.    Meta-learning algorithms (mandatory for postdoc)

2.    Chains/circuits of oscillations (as in circadian system, engineering)

3.    Consolidation and reconsolidating associative memory models

4.    Episodic memory (mandatory for postdoc)

5.    Generative replay

6.    Lifelong Learning (mandatory for postdoc)

7.    Computational complexity, finite automata, Turing machines,
probabilistic/asynchronous computation

8.    Neural Turing machines

9.    Extremely well programming capabilities (both postdoc and RA)




To apply, please contact the PI directly: Hava Siegelmann at

hava at cs.umass.edu



Please include:

CV, statement of capabilities and experience, all published papers, 3
letters of recommendation, and anything you believe can help you to land
the position.



Project 2 will be described in a follow-up email
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