Statistics & Machine Learning

Fingerprint Dive into the research topics where Statistics & Machine Learning is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.

quasars Physics & Astronomy
galaxies Physics & Astronomy
Communication Engineering & Materials Science
Code division multiple access Engineering & Materials Science
Multiuser detection Engineering & Materials Science
Transmitters Engineering & Materials Science
Base stations Engineering & Materials Science
Channel state information Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1976 2020

PZnet: Efficient 3D ConvNet Inference on Manycore CPUs

Popovych, S., Buniatyan, D., Zlateski, A., Li, K. & Seung, H. S., Jan 1 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Kapoor, S. & Arai, K. (eds.). Springer Verlag, p. 369-383 15 p. (Advances in Intelligent Systems and Computing; vol. 943).

Princeton University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Program processors
Convolution
Magnetic resonance imaging
Image analysis
Microscopic examination

Weakly Supervised Deep Metric Learning for Template Matching

Buniatyan, D., Popovych, S., Ih, D., Macrina, T., Zung, J. & Seung, H. S., Jan 1 2020, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC. Kapoor, S. & Arai, K. (eds.). Springer Verlag, p. 39-58 20 p. (Advances in Intelligent Systems and Computing; vol. 943).

Princeton University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Template matching
Supervised learning
Bandpass filters
Learning algorithms
Computer vision

A 64-Tile 2.4-Mb In-Memory-Computing CNN Accelerator Employing Charge-Domain Compute

Valavi, H., Ramadge, P. J., Nestler, E. & Verma, N., Jun 1 2019, In : IEEE Journal of Solid-State Circuits. 54, 6, p. 1789-1799 11 p., 8660469.

Princeton University

Research output: Contribution to journalArticle

Tile
Neurons
Particle accelerators
Convolution
Data storage equipment