NIPS 2000 Workshop
“Information and Statistical Structure in Spike
Trains”
Friday,
December 1, 2000
Morning
Session
7:30AM - 7:45AM Introduction Jonathan Victor
7:45AM
- 8:15AM Stimulus
Coding Through Interspike Interval Statistics Peter
Cariani
of Neural
Populations
8:15AM
- 8:45AM Information
Theoretic Analysis off Neural Coding and Don
H. Johnson
Processing
8:45AM
- 9:15AM Dynamic
Analysis of Hippocampal Information Encoding Emery Brown
9:15AM
- 9:30AM Break/Discussion
9:30AM
- 10:00AM To be
announced William
Bialek
10:00AM - 10:30AM Measurement of Information Transmission in Spike Rob de Ruyter van
Steveninck
Trains: Direct
Methods and Stimulus Reconstruction
10:30AM - 11:00AM Information Encoding in Bursts and Spikes Adam Kepecs
Afternoon
Session
4:30PM - 5:00PM A Series Expansion Approach to the Study Of Stefano Panzeri
Temporal,
Correlational, and Rate Coding
5:00PM - 5:30PM Analyzing Neural Coding:Jointly Typical
Sequences and Alexander
Dimitrov
Quantization
5:30PM - 5:45PM Break/Discussion
5:45PM - 6:15PM Experiences, Thoughts, and Conectures On
Implementing a William Levy
Lempel-Ziv-Type
Algorithm to Measure Information in a Spike
Train
6:15PM - 6:45PM To Bin or not to Bin: Novel Approaches to
Obtain and Jonathan
Victor
Debias
Estimates of Information and Entropy
6:45PM – 7:00PM Break/Discussion
NIPS 2000
Workshop
“Information
and Statistical Structure in Spike Trains”
Saturday,
December 2, 2000
Morning
Session
7:30AM
- 8:00AM Kernel
Regression for Neural Systems Identification Maneesh
Sahani
8:00AM
- 8:30AM Coincidence
Detection With Dynamic Synapses Lovorka
Pantic
8:30AM
- 9:00AM Theory
Relating Properties of Neuronal Firing to Statistics Gytis Svirskis
9:00AM
- 9:30AM Break/Discussion
9:30AM - 10:00AM A Stochastic Model Using Easy Measurements Exactly Barry Richmond
Predicts
Spike Trains and the Information They Contain for
Single Neurons
and Populations
10:00AM -10:30AM Information Transfer by Synchronized Inhibition Terry Sejnowski
10:30AM
- 11:00AM Discussion/Break
Afternoon Session
4:30PM -
5:00PM Spike
Patterns and Visual Coding in the LGN Pam
Reinagel
5:00PM
- 5:30PM Spike Precision and Information in the Cat LGN Robert Liu
5:30PM
- 5:45PM Break/Discussion
5:45PM
- 6:15PM Information Rates Conveyed by Groups of
Individual Daniel
Reich
Neurons
in Primary Visual Cortex
6:15PM
- 6:45PM Series Expansion Analysis of Cortical Spike Train
Information Simon Schultz
6:45PM
- 7:00PM Break/Discussion