output
20092026
most citedInterpretable machine learning: definitions, methods, and applications

2.2k citations

Showing 2016Show all

9 papers · 1 filter

q-bio.NC2016

Predictive coding in area V4: dynamic shape discrimination under partial occlusion

Hannah Choi, Anitha Pasupathy, Eric Shea-Brown

The primate visual system has an exquisite ability to discriminate partially occluded shapes. Recent electrophysiological recordings suggest that response dynamics in intermediate…

cs.CV2016★ 18 cited

Probabilistic Fluorescence-Based Synapse Detection

Anish K. Simhal, Cecilia Aguerrebere, Forrest Collman +5

Brain function results from communication between neurons connected by complex synaptic networks. Synapses are themselves highly complex and diverse signaling machines, containing…

q-bio.NC2016★ 70 cited

Linking structure and activity in nonlinear spiking networks

Gabriel Koch Ocker, Krešimir Josić, Eric Shea-Brown +1

Recent experimental advances are producing an avalanche of data on both neural connectivity and neural activity. To take full advantage of these two emerging datasets we need a fra…

q-bio.NC2016★ 46 cited

A Computational Analysis of the Function of Three Inhibitory Cell Types in Contextual Visual Processing

Jung H. Lee, Christof Koch, Stefan Mihalas

Most cortical inhibitory cell types exclusively express one of three genes, parvalbumin, somatostatin and 5HT3a. The visual responses of cortical neurons are affected not only by l…

q-bio.NC2016★ 647 cited

Fast Online Deconvolution of Calcium Imaging Data

Johannes Friedrich, Pengcheng Zhou, Liam Paninski

Fluorescent calcium indicators are a popular means for observing the spiking activity of large neuronal populations, but extracting the activity of each neuron from raw fluorescenc…

q-bio.NC2016★ 70 cited

Robust information propagation through noisy neural circuits

Joel Zylberberg, Alexandre Pouget, Peter E. Latham +1

Sensory neurons give highly variable responses to stimulation, which can limit the amount of stimulus information available to downstream circuits. Much work has investigated the f…