PMC:4313588 / 46328-47460
Annnotations
{"target":"http://pubannotation.org/docs/sourcedb/PMC/sourceid/4313588","sourcedb":"PMC","sourceid":"4313588","source_url":"https://www.ncbi.nlm.nih.gov/pmc/4313588","text":"4.1. Plasticity models\nResults show faithful implementation of the chosen short-term plasticity model (Markram et al., 1998). The detailed reproduction of this model endows the neuromorphic system with a corresponding rich behavioral repertoire, which could be employed for e.g., reproduction of population dynamics in cultured neurons (Masquelier and Deco, 2013) or simulation of short-term memory (Rolls et al., 2013).\nThe long-term plasticity rule is also reproduced well, opening up a host of information-theoretic applications, such as studies of memory retention, information content or classification performance of a network (Brader et al., 2007). Other flavors of long-term plasticity rules could also be supported by our neuromorphic system. For instance, the faithful reproduction of neuronal waveforms evident in Figure 10 and their excellent configurability in terms of the time window (Figure 12) could also be employed for a plasticity rule based on neuron and synapse waveforms such as (Mayr et al., 2010), which aims at the replication of a wide range of biological plasticity experiments (Mayr and Partzsch, 2010).","divisions":[{"label":"title","span":{"begin":0,"end":22}},{"label":"p","span":{"begin":23,"end":420}}],"tracks":[{"project":"0_colil","denotations":[{"id":"25698914-9560274-299621","span":{"begin":119,"end":123},"obj":"9560274"},{"id":"25698914-24146781-299622","span":{"begin":358,"end":362},"obj":"24146781"},{"id":"25698914-23613789-299623","span":{"begin":414,"end":418},"obj":"23613789"},{"id":"25698914-17883345-299624","span":{"begin":649,"end":653},"obj":"17883345"},{"id":"25698914-21423519-299625","span":{"begin":1126,"end":1130},"obj":"21423519"}],"attributes":[{"subj":"25698914-9560274-299621","pred":"source","obj":"0_colil"},{"subj":"25698914-24146781-299622","pred":"source","obj":"0_colil"},{"subj":"25698914-23613789-299623","pred":"source","obj":"0_colil"},{"subj":"25698914-17883345-299624","pred":"source","obj":"0_colil"},{"subj":"25698914-21423519-299625","pred":"source","obj":"0_colil"}]},{"project":"2_test","denotations":[{"id":"25698914-9560274-38235673","span":{"begin":119,"end":123},"obj":"9560274"},{"id":"25698914-24146781-38235674","span":{"begin":358,"end":362},"obj":"24146781"},{"id":"25698914-23613789-38235675","span":{"begin":414,"end":418},"obj":"23613789"},{"id":"25698914-17883345-38235676","span":{"begin":649,"end":653},"obj":"17883345"},{"id":"25698914-21423519-38235677","span":{"begin":1126,"end":1130},"obj":"21423519"}],"attributes":[{"subj":"25698914-9560274-38235673","pred":"source","obj":"2_test"},{"subj":"25698914-24146781-38235674","pred":"source","obj":"2_test"},{"subj":"25698914-23613789-38235675","pred":"source","obj":"2_test"},{"subj":"25698914-17883345-38235676","pred":"source","obj":"2_test"},{"subj":"25698914-21423519-38235677","pred":"source","obj":"2_test"}]}],"config":{"attribute types":[{"pred":"source","value type":"selection","values":[{"id":"0_colil","color":"#93ecd3","default":true},{"id":"2_test","color":"#ecb993"}]}]}}