Publications

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2018

Hu, S.; Ciliberti, D.; Grosmark, A. D.; Michon, F.; Ji, D.; Penagos, H.; Buzsaki, G.; Wilson, M. A.; Kloosterman, F.; Chen, Z.

Real-Time Readout of Large-Scale Unsorted Neural Ensemble Place Codes Journal Article

In: Cell Reports, vol. 25, no. 10, pp. 2635–2642, 2018.

Links | BibTeX | Altmetric | Dimensions | PlumX | Tags: closed-loop neuroscience, neural decoding, neurotechnology

Real-time classification of experience-related ensemble spiking patterns for closed-loop applications

Ciliberti, D.; Michon, F.; Kloosterman, F.

Real-time classification of experience-related ensemble spiking patterns for closed-loop applications Journal Article

In: Elife, vol. 7, 2018.

Links | BibTeX | Altmetric | Dimensions | PlumX | Tags: closed-loop neuroscience, memory replay, neural decoding, neurotechnology, scientific software

2016

Agarwal, R.; Chen, Z.; Kloosterman, F.; Wilson, M. A.; Sarma, S. V.

A Novel Nonparametric Approach for Neural Encoding and Decoding Models of Multimodal Receptive Fields Journal Article

In: Neural Computation, vol. 28, no. 7, pp. 1356–1387, 2016.

Links | BibTeX | Altmetric | Dimensions | PlumX | Tags: neural decoding, spatial code

Sodkomkham, D.; Ciliberti, D.; Wilson, M. A.; Fukui, K.; Moriyama, K.; Numao, M.; Kloosterman, F.

Kernel density compression for real-time Bayesian encoding/decoding of unsorted hippocampal spikes Journal Article

In: Knowledge-Based Systems, vol. 94, pp. 1–12, 2016.

Links | BibTeX | Altmetric | Dimensions | PlumX | Tags: neural decoding

2014

Kloosterman, F.; Layton, S. P.; Chen, Z.; Wilson, M. A.

Bayesian decoding using unsorted spikes in the rat hippocampus Journal Article

In: Journal of Neurophysiology, vol. 111, no. 1, pp. 217–227, 2014.

Links | BibTeX | Altmetric | Dimensions | PlumX | Tags: hippocampus, neural decoding

2012

Chen, Z.; Kloosterman, F.; Layton, S.; Wilson, M. A.

Transductive neural decoding for unsorted neuronal spikes of rat hippocampus Proceedings Article

In: Annual International IEEE EMBS Conference, pp. 1310–1313, 2012.

Links | BibTeX | Altmetric | Dimensions | PlumX | Tags: neural decoding

2011

Kloosterman, F.

Analysis of hippocampal memory replay using neural population decoding Book Chapter

In: Fellin, T.; Halassa, M. (Ed.): Neuronal Network Analysis, vol. 67, Humana Press, 2011.

Links | BibTeX | Altmetric | Dimensions | PlumX | Tags: memory replay, neural decoding

2009

Davidson, T. J.; Kloosterman, F.; Wilson, M. A.

Hippocampal replay of extended experience Journal Article

In: Neuron, vol. 63, no. 4, pp. 497–507, 2009.

Links | BibTeX | Altmetric | Dimensions | PlumX | Tags: hippocampus, memory replay, neural decoding