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- Publications
- Influence
BLACK BOX VARIATIONAL INFERENCE FOR STATE SPACE MODELS
- Evan Archer, Il Memming Park, Lars Buesing, John Cunningham, L. Paninski
- Mathematics
- 23 November 2015
Latent variable time-series models are among the most heavily used tools from machine learning and applied statistics. These models have the advantage of learning latent structure both from noisy… Expand
Encoding and decoding in parietal cortex during sensorimotor decision-making
- Il Memming Park, Miriam L R Meister, A. Huk, Jonathan W. Pillow
- Psychology, Medicine
- Nature Neuroscience
- 1 August 2014
It has been suggested that the lateral intraparietal area (LIP) of macaques plays a fundamental role in sensorimotor decision-making. We examined the neural code in LIP at the level of individual… Expand
A comparison of binless spike train measures
- António R. C. Paiva, Il Memming Park, J. Príncipe
- Computer Science
- Neural Computing and Applications
- 1 April 2010
TLDR
An Information Theoretic Approach of Designing Sparse Kernel Adaptive Filters
- Weifeng Liu, Il Memming Park, J. Príncipe
- Mathematics, Computer Science
- IEEE Transactions on Neural Networks
- 1 December 2009
TLDR
Functional dissection of signal and noise in MT and LIP during decision-making
- Jacob L. Yates, Il Memming Park, L. Katz, Jonathan W. Pillow, A. Huk
- Psychology, Medicine
- Nature Neuroscience
- 19 July 2017
During perceptual decision-making, responses in the middle temporal (MT) and lateral intraparietal (LIP) areas appear to map onto theoretically defined quantities, with MT representing instantaneous… Expand
Bayesian Spike-Triggered Covariance Analysis
- Il Memming Park, Jonathan W. Pillow
- Mathematics, Computer Science
- NIPS
- 12 December 2011
TLDR
A Unified Framework for Quadratic Measures of Independence
- S. Seth, M. Rao, Il Memming Park, J. Príncipe
- Mathematics, Computer Science
- IEEE Transactions on Signal Processing
- 1 August 2011
TLDR
Strictly Positive-Definite Spike Train Kernels for Point-Process Divergences
- Il Memming Park, S. Seth, M. Rao, J. Príncipe
- Mathematics, Computer Science
- Neural Computation
- 1 August 2012
TLDR
Intermittency Coding in the Primary Olfactory System: A Neural Substrate for Olfactory Scene Analysis
- Il Memming Park, Y. Bobkov, B. Ache, J. Príncipe
- Biology, Medicine
- The Journal of Neuroscience
- 15 January 2014
The spatial and temporal characteristics of the visual and acoustic sensory input are indispensable attributes for animals to perform scene analysis. In contrast, research in olfaction has focused… Expand
Bayesian Efficient Coding
- Il Memming Park, Jonathan W. Pillow
- Computer Science, Biology
- 22 August 2017
TLDR