Joseph D Monaco
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Explore the profile of Joseph D Monaco including associated specialties, affiliations and a list of published articles.
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12
Citations
253
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Recent Articles
1.
Monaco J, Hwang G
Cognit Comput
. 2024 Aug;
16(5):1-13.
PMID: 39129840
Artificial intelligence has not achieved defining features of biological intelligence despite models boasting more parameters than neurons in the human brain. In this perspective article, we synthesize historical approaches to...
2.
Hwang G, Kulwatno J, Cruz T, Chen D, Ajisafe T, Monaco J, et al.
J Neuroeng Rehabil
. 2024 Feb;
21(1):17.
PMID: 38310271
In recognition of the importance and timeliness of computational models for accelerating progress in neurorehabilitation, the U.S. National Science Foundation (NSF) and the National Institutes of Health (NIH) sponsored a...
3.
Levenstein D, Alvarez V, Amarasingham A, Azab H, Chen Z, Gerkin R, et al.
J Neurosci
. 2023 Feb;
43(7):1074-1088.
PMID: 36796842
In recent years, the field of neuroscience has gone through rapid experimental advances and a significant increase in the use of quantitative and computational methods. This growth has created a...
4.
Hadzic A, Hwang G, Zhang K, Schultz K, Monaco J
Array (N Y)
. 2022 Oct;
15.
PMID: 36213421
Dynamical systems models for controlling multi-agent swarms have demonstrated advances toward resilient, decentralized navigation algorithms. We previously introduced the NeuroSwarms controller, in which agent-based interactions were modeled by analogy to...
5.
Monaco J, Hwang G, Schultz K, Zhang K
Biol Cybern
. 2020 Apr;
114(2):269-284.
PMID: 32236692
Neurobiological theories of spatial cognition developed with respect to recording data from relatively small and/or simplistic environments compared to animals' natural habitats. It has been unclear how to extend theoretical...
6.
Wang C, Monaco J, Knierim J
Curr Biol
. 2020 Feb;
30(8):1397-1409.e7.
PMID: 32109393
The cognitive map is often assumed to be a Euclidean map that isometrically represents the real world (i.e., the Euclidean distance between any two locations in the physical world should...
7.
Monaco J, De Guzman R, Blair H, Zhang K
PLoS Comput Biol
. 2019 Jan;
15(1):e1006741.
PMID: 30682012
During spatial navigation, the frequency and timing of spikes from spatial neurons including place cells in hippocampus and grid cells in medial entorhinal cortex are temporally organized by continuous theta...
8.
Tabuchi M, Monaco J, Duan G, Bell B, Liu S, Liu Q, et al.
Cell
. 2018 Oct;
175(5):1213-1227.e18.
PMID: 30318147
Neurons use two main schemes to encode information: rate coding (frequency of firing) and temporal coding (timing or pattern of firing). While the importance of rate coding is well established,...
9.
Monaco J, Rao G, Roth E, Knierim J
Nat Neurosci
. 2014 Apr;
17(5):725-31.
PMID: 24686786
The hippocampus is thought to have a critical role in episodic memory by incorporating the sensory input of an experience onto a spatial framework embodied by place cells. Although the...
10.
Monaco J, Knierim J, Zhang K
Front Comput Neurosci
. 2011 Oct;
5:39.
PMID: 21994494
Mammals navigate by integrating self-motion signals ("path integration") and occasionally fixing on familiar environmental landmarks. The rat hippocampus is a model system of spatial representation in which place cells are...