Conference proceeding
Decoding the spatio-temporal localization of behavioral events in populations of neurons
1ST INTERNATIONAL IEEE EMBS CONFERENCE ON NEURAL ENGINEERING 2003, CONFERENCE PROCEEDINGS, v 2003-
01 Jan 2003
Abstract
A method for decoding the spatio-temporal localization of behavioral events using the activity recorded from populations of neurons in-vivo is presented. The method is broken down into two parts: decoding temporal localization and decoding spatial localization of the events. As examples, the method is applied for (i) detecting the time of footfall contact during treadmill locomotion and (ii) classifying the location of passive cutaneous stimulation to the forepaw. The work presented was performed off-line but can easily be implemented in real-time to be used for neurorobotic control.
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Details
- Title
- Decoding the spatio-temporal localization of behavioral events in populations of neurons
- Creators
- G Foffani - Politecnico di MilanoK A Moxon
- Contributors
- L J Wolf (Editor)J L Strock (Editor)
- Publication Details
- 1ST INTERNATIONAL IEEE EMBS CONFERENCE ON NEURAL ENGINEERING 2003, CONFERENCE PROCEEDINGS, v 2003-
- Series
- International IEEE EMBS Conference on Neural Engineering
- Publisher
- IEEE
- Number of pages
- 4
- Resource Type
- Conference proceeding
- Language
- English
- Academic Unit
- School of Biomedical Engineering, Science, and Health Systems
- Web of Science ID
- WOS:000182404500009
- Scopus ID
- 2-s2.0-84894347401
- Other Identifier
- 991019173776204721
InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Web of Science research areas
- Computer Science, Artificial Intelligence
- Engineering, Biomedical
- Neurosciences