Optimized spiking neurons can classify images with high accuracy through temporal coding with two spikes
… In addition, our new conversion method improves latency … to encode different inputs by
different temporal spike patterns, … to approximate linear functions using FS-coding, we simply …
different temporal spike patterns, … to approximate linear functions using FS-coding, we simply …
A diversity of intrinsic timescales underlie neural computations
SE Cavanagh, LT Hunt, SW Kennerley - Frontiers in Neural Circuits, 2020 - frontiersin.org
… models have ascribed different processing timescales to different … is variability in responses
when studied with single-neuron … , plotted as a function of the time lag between bins. As in …
when studied with single-neuron … , plotted as a function of the time lag between bins. As in …
Connecting EEG signal decomposition and response selection processes using the theory of event coding framework
… into different components with static or variable latencies. … latency information relative to
the stimulus and response … important role in event-file coding than the power of the neuronal …
the stimulus and response … important role in event-file coding than the power of the neuronal …
The brain and its time: intrinsic neural timescales are key for input processing
… play a key role in processing and structuring inputs in different … different tasks. These include
a longer duration of delays in a delay discounting task 4 , stronger spatial response coding …
a longer duration of delays in a delay discounting task 4 , stronger spatial response coding …
[HTML][HTML] Two distinct neural timescales for predictive speech processing
PW Donhauser, S Baillet - Neuron, 2020 - cell.com
… Mechanistically, predictive coding from internal … time-resolved temporal response function
(TRF) approach ( … –200 ms latency), with a subsequent trough 600 ms after phoneme onset. …
(TRF) approach ( … –200 ms latency), with a subsequent trough 600 ms after phoneme onset. …
Probing neural codes with two-photon holographic optogenetics
H Adesnik, L Abdeladim - Nature neuroscience, 2021 - nature.com
… test models of neural computation and function by offering … (SLM) that target different neuron
subsets and also by using … (ΔEPSP) versus the time delay between pre- and postsynaptic …
subsets and also by using … (ΔEPSP) versus the time delay between pre- and postsynaptic …
Predictions drive neural representations of visual events ahead of incoming sensory information
… This neural transmission delay presents a computational … represent time points that are
significantly different from the … brain to function in close to real time despite its internal temporal …
significantly different from the … brain to function in close to real time despite its internal temporal …
Neural tuning and representational geometry
N Kriegeskorte, XX Wei - Nature Reviews Neuroscience, 2021 - nature.com
… description of a neuron’s response as a function of a … illuminates the content, format and
computational roles of neural codes. … stimulus space by six different neural codes (parts a–f). The …
computational roles of neural codes. … stimulus space by six different neural codes (parts a–f). The …
Conjunctive representations that integrate stimuli, responses, and rules are critical for action selection
A Kikumoto, U Mayr - … of the National Academy of Sciences, 2020 - National Acad Sciences
… selection with adequate temporal resolution. Here, we applied … of specific frequency bands
in representing different action-… -day delay and will update daily once available. Due to ths …
in representing different action-… -day delay and will update daily once available. Due to ths …
Large-scale neural recordings call for new insights to link brain and behavior
… and understand network-level neural codes for cognition in … 6 and computational role 7 of
correlated fluctuations in neuronal … neural responses in motor cortex during cycling at different …
correlated fluctuations in neuronal … neural responses in motor cortex during cycling at different …