Princeton Institute for Computational Science and Engineering

Research Output 1975 2020

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Conference article
2018
2 Citations (Scopus)

Efficient inference for time-varying behavior during learning

Brody, C. D. & Pillow, J. W., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 5695-5705 11 p.

Princeton University

Research output: Contribution to journalConference article

Rats
Personal computers
Artificial intelligence
Logistics
Dynamic models
6 Citations (Scopus)
Potential energy surfaces
Potential energy
Learning systems
Molecular modeling
Quantum theory

Learning a latent manifold of odor representations from neural responses in piriform cortex

Pillow, J. W., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 5378-5388 11 p.

Princeton University

Research output: Contribution to journalConference article

Learning
Population
Neurons
Olfactory Perception
Odorants
2 Citations (Scopus)

Model-based targeted dimensionality reduction for neuronal population data

Pillow, J. W., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6690-6699 10 p.

Princeton University

Research output: Contribution to journalConference article

Factorization
Linear regression
Animals
Statistical Models

PG-TS: Improved Thompson sampling for logistic contextual bandits

Engelhardt Martin, B., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4624-4633 10 p.

Princeton University

Research output: Contribution to journalConference article

Logistics
Sampling
1 Citation (Scopus)

Scaling the Poisson GLM to massive neural datasets through polynomial approximations

Pillow, J. W., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 3517-3527 11 p.

Princeton University

Research output: Contribution to journalConference article

Generalized Linear Model
Polynomial Approximation
Siméon Denis Poisson
Scaling
Neuron
2017
1 Citation (Scopus)

A graph-theoretic approach to multitasking

Alon, N., Cohen, J. D. & Griffiths, T. L., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 2101-2110 10 p.

Princeton University

Research output: Contribution to journalConference article

Multitasking
Network architecture
Parallel architectures
Processing
Neural networks
7 Citations (Scopus)

An error detection and correction framework for connectomics

Seung, H. S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 6819-6830 12 p.

Princeton University

Research output: Contribution to journalConference article

Error detection
Error correction
Masks
Image segmentation
Neurons
15 Citations (Scopus)
Tuning
Neurons
Cells
Deep neural networks
2 Citations (Scopus)

Intelligent probing for locality sensitive hashing: Multi-probe LSH and beyond

Li, K., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 2021-2024 4 p.

Princeton University

Research output: Contribution to journalConference article

Explosions
Nearest neighbor search
2016
9 Citations (Scopus)
Imaging techniques
Covariance matrix
Brain
Signal to noise ratio
6 Citations (Scopus)

Adaptive optimal training of animal behavior

Witten, I. & Pillow, J. W., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1947-1955 9 p.

Princeton University

Research output: Contribution to journalConference article

Animals
Reinforcement learning
Design of experiments
Learning algorithms
Rats
16 Citations (Scopus)
Neurons
Calcium
Imaging techniques
Supervised learning
Independent component analysis
7 Citations (Scopus)

Laboratory astrophysical collisionless shock experiments on Omega and NIF

Spitkovsky, A., Apr 1 2016, In : Journal of Physics: Conference Series. 688, 1, 012084.

Princeton University

Research output: Contribution to journalConference article

magnetohydrodynamic flow
astrophysics
counters
shock
drag
5 Citations (Scopus)

On the choice of material parameters for elastic waveform inversion

Tromp, J., Jan 1 2016, In : SEG Technical Program Expanded Abstracts. 35, p. 1115-1119 5 p.

Princeton University

Research output: Contribution to journalConference article

waveforms
Parameterization
parameterization
inversions
envelopes
3 Citations (Scopus)
Surface waves
surface wave
Topography
surface waves
topography
Parallelism
Synchronization
Automatic Parallelization
Speculation
Static analysis
2015
1 Citation (Scopus)

Anisotropic imaging with fast recovery of tilt and azimuthal angles

Tromp, J., Jan 1 2015, In : SEG Technical Program Expanded Abstracts. 34, p. 4008-4012 5 p.

Princeton University

Research output: Contribution to journalConference article

transverse isotropy
tilt
azimuth
recovery
isotropy
41 Citations (Scopus)

A reduced-dimension fMRI shared response model

Hasson, U. & Ramadge, P. J., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 460-468 9 p.

Princeton University

Research output: Contribution to journalConference article

Topography
Sensitivity analysis
Brain
Magnetic Resonance Imaging
5 Citations (Scopus)

A theory of decision making under dynamic context

Cohen, J. D., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 2485-2493 9 p.

Princeton University

Research output: Contribution to journalConference article

Decision making
2 Citations (Scopus)

Computational efficiency of full waveform inversion algorithms

Tromp, J., Jan 1 2015, In : SEG Technical Program Expanded Abstracts. 34, p. 4838-4842 5 p.

Princeton University

Research output: Contribution to journalConference article

Computational efficiency
newton
waveforms
inversions
costs
8 Citations (Scopus)

Convolutional spike-triggered covariance analysis for neural subunit models

Pillow, J. W., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 793-801 9 p.

Princeton University

Research output: Contribution to journalConference article

Covariance matrix
Convolution
Maximum likelihood
Decomposition
Costs
46 Citations (Scopus)

Dynamic scheduling of network updates

Rexford, J. L., Feb 25 2015, In : Computer Communication Review. 44, 4, p. 539-550 12 p.

Princeton University

Research output: Contribution to journalConference article

Scheduling
Switches
Testbeds
Experiments
8 Citations (Scopus)

Execution Drafting: Energy Efficiency through Computation Deduplication

Wentzlaff, D., Jan 15 2015, In : Proceedings of the Annual International Symposium on Microarchitecture, MICRO. 2015-January, January, p. 432-444 13 p., 7011407.

Princeton University

Research output: Contribution to journalConference article

Energy efficiency
Energy conservation
Throughput
Hardware
Program processors

HD 97658 and its super-Earth

Burrows, A. S., Sep 23 2015, In : EPJ Web of Conferences. 101, 02006.

Princeton University

Research output: Contribution to journalConference article

stars
parallax
stellar evolution
transit
radial velocity
17 Citations (Scopus)

Recursive training of 2D-3D convolutional networks for neuronal boundary detection

Seung, H. S., Jan 1 2015, In : Advances in Neural Information Processing Systems. 2015-January, p. 3573-3581 9 p.

Princeton University

Research output: Contribution to journalConference article

Electrons
Object recognition
Backpropagation
Labeling
Program processors
3 Citations (Scopus)

SDX: Software defined internet exchange

Feamster, N. G. & Rexford, J. L., Feb 25 2015, In : Computer Communication Review. 44, 4, p. 579-580 2 p.

Princeton University

Research output: Contribution to journalConference article

Internet
Computer networks
Computer programming
Scalability
Processing
33 Citations (Scopus)

SDX: A software defined internet exchange

Feamster, N. G. & Rexford, J. L., Feb 25 2015, In : Computer Communication Review. 44, 4, p. 551-562 12 p.

Princeton University

Research output: Contribution to journalConference article

Internet
Video streaming
Computer networks
Telecommunication traffic
Scalability
7 Citations (Scopus)

Silicon fault diagnosis using sequence interpolation with backbones

Malik, S., Jan 5 2015, In : IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD. 2015-January, January, p. 348-355 8 p., 7001373.

Princeton University

Research output: Contribution to journalConference article

Failure analysis
Interpolation
Silicon
Scalability
Observability
2014
8 Citations (Scopus)
Convex optimization
Refining
10 Citations (Scopus)
Neurons
Membranes
21 Citations (Scopus)

Low-dimensional models of neural population activity in sensory cortical circuits

Pillow, J. W., Jan 1 2014, In : Advances in Neural Information Processing Systems. 1, January, p. 343-351 9 p.

Princeton University

Research output: Contribution to journalConference article

Networks (circuits)
Neurons
Tuning
6 Citations (Scopus)

Sparse Bayesian structure learning with dependent relevance determination prior

Pillow, J. W., Jan 1 2014, In : Advances in Neural Information Processing Systems. 2, January, p. 1628-1636 9 p.

Princeton University

Research output: Contribution to journalConference article

Linear regression
Tensors
Brain
Imaging techniques
2013
6 Citations (Scopus)
Entropy
Information theory
Neurons
Statistics
29 Citations (Scopus)
Maximum likelihood
Neurons
Decomposition
Membranes
Costs
4 Citations (Scopus)
Logistics
Neurons
Ising model
Entropy
Statistical Models
2011

An ontology-based approach to linking model organisms and resources to human diseases

Troyanskaya, O. G., Dec 1 2011, In : CEUR Workshop Proceedings. 833, p. 263-265 3 p.

Princeton University

Research output: Contribution to journalConference article

Ontology
Gene expression
Animals
Genes
3 Citations (Scopus)

A tale of two current sheets

Spitkovsky, A., Jan 1 2011, In : Astrophysics and Space Science Proceedings. 202589, p. 165-180 16 p.

Princeton University

Research output: Contribution to journalConference article

current sheets
pulsars
pulsar magnetospheres
particle acceleration
nebulae
4 Citations (Scopus)

Current models of pulsar magnetospheres

Spitkovsky, A., Jan 1 2011, In : Astrophysics and Space Science Proceedings. 202589, p. 139-158 20 p.

Princeton University

Research output: Contribution to journalConference article

Modeling ofγ-ray pulsar light curves from force-free magnetosphere

Spitkovsky, A., Jan 1 2011, In : Astrophysics and Space Science Proceedings. 202589, p. 159-163 5 p.

Princeton University

Research output: Contribution to journalConference article

magnetospheres
pulsars
light curve
rays
gamma rays
2010
Hydrogen production
Pyrites
Iron
Electrodes
Catalysts
14 Citations (Scopus)
Elastic Net
Covariates
Pairwise
Regression
Lasso
3 Citations (Scopus)

Field-like spin torque in magnetic tunnel junctions

Car, R., Jan 1 2010, In : Journal of Physics: Conference Series. 200, SECTION 6, 062033.

Princeton University

Research output: Contribution to journalConference article

tunnel junctions
torque
interlayers
asymmetry
configurations
2009
11 Citations (Scopus)

Computational models of stellar collapse and core-collapse supernovae

Burrows, A. S., Jan 1 2009, In : Journal of Physics: Conference Series. 180, 1, 012022.

Princeton University

Research output: Contribution to journalConference article

supernovae
radiation
ashes
massive stars
explosions
1 Citation (Scopus)

Recent applications using Athena

Stone, J. M., Dec 1 2009, In : Revista Mexicana de Astronomia y Astrofisica: Serie de Conferencias. 36, p. 31-36 6 p.

Princeton University

Research output: Contribution to journalConference article

Taylor instability
mesh
divergence
astrophysics
turbulence
2008
107 Citations (Scopus)

Floodless in seattle: A scalable ethernet architecture for large enterprises

Rexford, J. L., Dec 1 2008, In : Computer Communication Review. 38, 4, p. 3-14 12 p.

Princeton University

Research output: Contribution to journalConference article

Ethernet
Scalability
Industry
Network management
Network architecture

R-process nucleosynthesis in a new supernova model

Burrows, A. S., Dec 1 2008, In : Proceedings of Science.

Princeton University

Research output: Contribution to journalConference article

nuclear fusion
supernovae
acoustics
159 Citations (Scopus)

Virtual routers on the move: Live router migration as a network-management primitive

Rexford, J. L., Dec 1 2008, In : Computer Communication Review. 38, 4, p. 231-242 12 p.

Princeton University

Research output: Contribution to journalConference article

Network management
Routers
Hardware
Routing protocols
Energy utilization
2007
9 Citations (Scopus)
Microarrays
Visualization
Data visualization
Gene expression
Display devices