Jeffrey L Krichmar
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Explore the profile of Jeffrey L Krichmar including associated specialties, affiliations and a list of published articles.
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62
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Recent Articles
1.
Alonso N, Krichmar J
Nat Commun
. 2024 May;
15(1):3722.
PMID: 38697981
An important difference between brains and deep neural networks is the way they learn. Nervous systems learn online where a stream of noisy data points are presented in a non-independent,...
2.
Chen K, Kashyap H, Krichmar J, Li X
Biol Cybern
. 2023 Oct;
117(4-5):297-298.
PMID: 37812267
No abstract available.
3.
Kopsick J, Tecuatl C, Moradi K, Attili S, Kashyap H, Xing J, et al.
Cognit Comput
. 2023 Sep;
15(4):1190-1210.
PMID: 37663748
Hippocampal area CA3 performs the critical auto-associative function underlying pattern completion in episodic memory. Without external inputs, the electrical activity of this neural circuit reflects the spontaneous spiking interplay among...
4.
Ahumada-Newhart V, Kashyap H, Hwu T, Tian Y, Mirzakhanian L, Minton M, et al.
Int J Technol Knowl Soc
. 2023 Jun;
19(1):21-52.
PMID: 37273904
Tele-operated social robots (telerobots) offer an innovative means of allowing children who are medically restricted to their homes (MRH) to return to their local schools and physical communities. Most commercially...
5.
Xing J, Nagata T, Zou X, Neftci E, Krichmar J
Neural Netw
. 2023 Feb;
161:228-241.
PMID: 36774862
Although deep Reinforcement Learning (RL) has proven successful in a wide range of tasks, one challenge it faces is interpretability when applied to real-world problems. Saliency maps are frequently used...
6.
Xing J, Chrastil E, Nitz D, Krichmar J
Proc Natl Acad Sci U S A
. 2022 Nov;
119(45):e2202024119.
PMID: 36322732
Humans and other animals have a remarkable capacity to translate their position from one spatial frame of reference to another. The ability to seamlessly move between top-down and first-person views...
7.
Chen K, Beyeler M, Krichmar J
J Neurosci
. 2022 Jun;
42(30):5882-5898.
PMID: 35732492
The nervous system is under tight energy constraints and must represent information efficiently. This is particularly relevant in the dorsal part of the medial superior temporal area (MSTd) in primates...
8.
Krichmar J, Hwu T
Front Neurorobot
. 2022 Jun;
16:882518.
PMID: 35692490
In their book "How the Body Shapes the Way We Think: A New View of Intelligence," Pfeifer and Bongard put forth an embodied approach to cognition. Because of this position,...
9.
Chiba A, Krichmar J
Proc IEEE Inst Electr Electron Eng
. 2021 Oct;
108(7):976-986.
PMID: 34621081
In this article, we explore neurobiological principles that could be deployed in systems requiring self-preservation, adaptive control, and contextual awareness. We start with low-level control for sensor processing and motor...
10.
Ladosz P, Ben-Iwhiwhu E, Dick J, Ketz N, Kolouri S, Krichmar J, et al.
IEEE Trans Neural Netw Learn Syst
. 2021 Sep;
33(5):2045-2056.
PMID: 34559664
In this article, we consider a subclass of partially observable Markov decision process (POMDP) problems which we termed confounding POMDPs. In these types of POMDPs, temporal difference (TD)-based reinforcement learning...