Publications
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On the analysis of multi-channel neural spike data." In Advances in Neural Information Processing Systems, 936-944. 2011.
"Detection of viruses via statistical gene expression analysis." IEEE Trans Biomed Eng 58, no. 3 (2011): 468-479.
"Sorting Electrophysiological Data via Dictionary Learning & Mixture Modeling." IEEE TBME (2012).
"Designed measurements for vector count data." Advances in neural information processing systems (2013): 1142-1150.
"Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling." IEEE Transactions on Biomedical Engineering 61 (2013): 41-54.
"Real-time inference for a gamma process model of neural spiking." Advances in Neural Information Processing Systems (2013): 2805-2813.
"Relationship between intracortical electrode design and chronic recording function." Biomaterials 34 (2013): 8061-8074.
"Relationship between intracortical electrode design and chronic recording function." Biomaterials 34, no. 33 (2013): 8061-8074.
"Analysis of Brain States from Multi-Region LFP Time-Series." In Advances in Neural Information Processing Systems, 2483-2491. 2014.
"A Bregman matrix and the gradient of mutual information for vector Poisson and Gaussian channels." IEEE Transactions on Information Theory 60 (2014): 2611-2629.
"Latent Gaussian models for topic modeling." In Artificial Intelligence and Statistics, 393-401. 2014.
"Multichannel electrophysiological spike sorting via joint dictionary learning and mixture modeling." Ieee Transactions on Bio Medical Engineering 61, no. 1 (2014): 41-54.
"On the relations of LFPs & Neural Spike Trains." In NIPS, 2060-2068. 2014.
"On the relationship between LFP & spiking data." In Advances in Neural Information Processing Systems, 2060-2068. Vol. 3. 2014.
"On the Relationship Between LFP & Spiking Data." In Advances in Neural Information Processing Systems. 2014.
"Deep temporal sigmoid belief networks for sequence modeling." Advances in Neural Information Processing Systems (2015): 2467-2475.
"Deep Temporal Sigmoid Belief Networks for Sequence Modeling." In NIPS, 2467-2475. 2015.
"GP kernels for cross-spectrum analysis." In Advances in neural information processing systems, 1999-2007. 2015.
"Learning deep sigmoid belief networks with data augmentation." In Artificial Intelligence and Statistics, 268-276. 2015.
"Preconditioned spectral descent for deep learning." In Advances in Neural Information Processing Systems, 2971-2979. 2015.
"Scalable Deep Poisson Factor Analysis for Topic Modeling." In ICML, 1823-1832. 2015.
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