Abstract
Construction and application of a neural prosthesis device that enhances existing and replaces lost memory capacity in humans is the focus of research described here in rodents. A unique approach for the analysis and application of neural population firing has been developed to decipher the pattern in which information is successfully encoded by the hippocampus where mnemonic accuracy is critical. A nonlinear dynamic multi-input multi-output (MIMO) model is utilized to extract memory relevant firing patterns in CA3 and CA1 and to predict online what the consequences of the encoded firing patterns reflect for subsequent information retrieval for successful performance of delayed-nonmatch-to-sample (DNMS) memory task in rodents. The MIMO model has been tested successfully in a number of different contexts, each of which produced improved performance by a) utilizing online predicted codes to regulate task difficulty, b) employing electrical stimulation of CA1 output areas in the same pattern as successful cell firing, c) employing electrical stimulation to recover cell firing compromised by pharmacological agents and d) transferring and improving performance in nave animals using the same stimulation patterns that are effective in fully trained animals. The results in rodents formed the basis for extension of the MIMO model to nonhuman primates in the same type of memory task that is now being tested in the last step prior to its application in humans. © 2011 IEEE.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS |
| Publisher | IEEE |
| Pages | 3338-3341 |
| ISBN (Electronic) | 9781457715891 |
| ISBN (Print) | 9781424441211 |
| DOIs | |
| Publication status | Published - Aug 2011 |
| Externally published | Yes |
| Event | 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2011) - Boston, MA, United States Duration: 30 Aug 2011 → 3 Sept 2011 https://www.embs.org/conferences-meetings/past-conferences/annual-international-conferences/ |
Publication series
| Name | Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference |
|---|---|
| ISSN (Print) | 1094-687X |
| ISSN (Electronic) | 1558-4615 |
Conference
| Conference | 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2011) |
|---|---|
| Place | United States |
| City | Boston, MA |
| Period | 30/08/11 → 3/09/11 |
| Internet address |
Research Keywords
- Delayed Memory Task
- Ensemble Activity
- Hippocampal Prosthesis
- Memory enhancement and recovery
- Nonlinear Model
- Stimulation patterns
Fingerprint
Dive into the research topics of 'Restorative Encoding Memory Integrative Neural Device: "REMIND"'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver