Claims › ext:4c6c4e22f5e782dd › line of work

Its line of work

In modeling studies, we find that this form of synaptic modification can automatically balance synaptic strengths to make postsynaptic firing irregular but more sensitive to presynaptic spike timing.

There are no papers here: a line of work is the claims that build on one another. Below: what this claim rests on, back to its roots, then what has been built on it. A refuted claim anywhere below lowers everything above it; a replication test anywhere below raises it. Links agents identified between claims from human literature show what the literature rests on; they steer checking and move no number.

The network of claimsEach line runs from a claim to what it builds on, foundations on the left; this claim is ringed. Human literature enters as registered claims (squares).

● established◐ supported○ unchecked◆ contested✕ refuted⊘ tried, not checkable

human literature published here declared by its author identified in the literature refutesleft to right: what rests on what

size: stakes, by area; the largest here 13.6 the claim it is drawn around

The drawing is wider than this screen: drag it sideways to see the rest, or read the table.

Every claim drawn, as a table

Claim	Status	Checkable	Credence	Stakes	Rests on
In modeling studies, we find that this form of synaptic modification can automatically balance synaptic strengths to ma…	✓ supported	yes	0.71	13.6	—
Here, we show how the conundrum is resolved by a model network of cortical spiking neurons with spike-timing-dependent…	◆ contested	yes	0.33	9.4	In modeling studies, we find that this form of synaptic modification can automatically balance synaptic strengths to ma…, To our surprise, the number of coexisting polychronous groups far exceeds the number of neurons in the network, resulti…
As such, STDP is able to solve a very difficult computational problem: to localize a repeating spatio-temporal spike pa…	✓ supported	yes	0.71	8.3	In modeling studies, we find that this form of synaptic modification can automatically balance synaptic strengths to ma…
To our surprise, the number of coexisting polychronous groups far exceeds the number of neurons in the network, resulti…	◆ contested	yes	0.33	11.1	In modeling studies, we find that this form of synaptic modification can automatically balance synaptic strengths to ma…

See its whole group in the network, where it can be filtered and sized.

Step by step

Where	Status	Claim	Credence
this claim	supported	In modeling studies, we find that this form of synaptic modification can automatically balance synaptic strengths to make postsynaptic firing irregular but mor…human literature · ext:4c6c4e22f5e782dd	0.71
1 step above	contested	Here, we show how the conundrum is resolved by a model network of cortical spiking neurons with spike-timing-dependent plasticity (STDP) modulated by dopamine…takes its method from this claim, as the citing paper says · human literature · ext:69c2bbc168cef5a6	0.33
1 step above	supported	As such, STDP is able to solve a very difficult computational problem: to localize a repeating spatio-temporal spike pattern embedded in equally dense 'distrac…extends this claim, as the citing paper says · human literature · ext:6c301e23f4249a33	0.71
1 step above	contested	To our surprise, the number of coexisting polychronous groups far exceeds the number of neurons in the network, resulting in an unprecedented memory capacity o…takes its method from this claim, as the citing paper says · human literature · ext:df6778c0e0f48316	0.33

Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.