Perception and neural representation of intermittent odor stimuli in mice
Boero, L. E.; Wu, H.; Zak, J. D.; Masset, P.; Pashakhanloo, F.; Jayakumar, S.; Tolooshams, B.; Ba, D.; Murthy, V. N.
Show abstract
Odor cues in nature are sparse and highly fluctuating due to turbulent transport. To investigate how animals perceive these intermittent cues, we developed a behavioral task in which head-restrained mice made binary decisions based on the total number of discrete odor pulses presented stochastically over several seconds. Mice readily learned this task, and their performance was well-described by widely used decision models. Logistic regression of binary choices against the timing of odor pulses within the respiratory cycle revealed that mice placed higher perceptual weight to stimuli arriving during inhalation than exhalation, a phase dependency that strongly correlated with the magnitude of responses in olfactory sensory neurons. The population response of anterior piriform cortex (APCx) neurons to odor pulses was also modulated by respiration phase, although individual neurons displayed varying levels of phase-dependence. Single APCx neurons responded stochastically and transiently to odor pulses, leading to a representation that carries signatures of sensory evidence, but not its accumulation. Our study reveals that mice can integrate intermittent odor signals across dozens of breaths, but respiratory modulation of sensory inputs imposes limits on information acquisition that cortical circuits cannot overcome to improve behavior.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Computational functions of precisely balanced neuronal assemblies in an olfactory memory network 98%
- A mechanosensory feedback that uncouples external and self-generated sensory responses in the olfactory cortex 98%
- Stimulus information guides the emergence of behavior related signals in primary somatosensory cortex during learning 98%
Similar papers in this journal
- Response outcome gates the effect of spontaneous cortical state fluctuations on perceptual decisions 98%
- Dynamics and maintenance of categorical responses in primary auditory cortex during task engagement 97%
- Dynamic organization of cerebellar climbing fiber response and synchrony in multiple functional modules reduces dimensions for reinforcement learning 97%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.