Using Multi-task and Transfer Learning to Solve Working Memory Tasks

Authors: Jayram, T.S., Kornuta, Tomasz, McAvoy, Ryan L., Ozcan, Ahmet S.

Source: 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA) ICMLA Machine Learning and Applications (ICMLA), 2018 17th IEEE International Conference on. :256-263 Dec, 2018

Relation: 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA)

Accelerating Deep Neuroevolution on Distributed FPGAs for Reinforcement Learning Problems

Authors: Asseman, Alexis, Antoine, Nicolas, Ozcan, Ahmet S.

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Artificial Intelligence, Computer Science - Hardware Architecture, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2005.04536

Overview of the IBM Neural Computer Architecture

Authors: Narayanan, Pritish, Cox, Charles E., Asseman, Alexis, Antoine, Nicolas, Huels, Harald, Wilcke, Winfried W., Ozcan, Ahmet S.

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, C.5.1, C.2.1

Access URL: http://arxiv.org/abs/2003.11178

Simulation of neural function in an artificial Hebbian network

Authors: Scott, J. Campbell, Hayes, Thomas F., Ozcan, Ahmet S., Wilcke, Winfried W.

Subject Terms: Computer Science - Neural and Evolutionary Computing, Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/1912.01088

Transfer Learning in Visual and Relational Reasoning

Authors: Jayram, T. S., Marois, Vincent, Kornuta, Tomasz, Albouy, Vincent, Sevgen, Emre, Ozcan, Ahmet S.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1911.11938

Leveraging Medical Visual Question Answering with Supporting Facts

Authors: Kornuta, Tomasz, Rajan, Deepta, Shivade, Chaitanya, Asseman, Alexis, Ozcan, Ahmet S.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1905.12008

On transfer learning using a MAC model variant

Authors: Marois, Vincent, Jayram, T. S., Albouy, Vincent, Kornuta, Tomasz, Bouhadjar, Younes, Ozcan, Ahmet S.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1811.06529

Learning to Remember, Forget and Ignore using Attention Control in Memory

Authors: Jayram, T. S., Bouhadjar, Younes, McAvoy, Ryan L., Kornuta, Tomasz, Asseman, Alexis, Rocki, Kamil, Ozcan, Ahmet S.

Subject Terms: Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, Statistics - Machine Learning, I.2.6

Access URL: http://arxiv.org/abs/1809.11087

Using Multi-task and Transfer Learning to Solve Working Memory Tasks

Authors: Jayram, T. S., Kornuta, Tomasz, McAvoy, Ryan L., Ozcan, Ahmet S.

Subject Terms: Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, Statistics - Machine Learning, I.2.6

Access URL: http://arxiv.org/abs/1809.10847

Wavelength Tunability of Ion-bombardment Induced Ripples on Sapphire

Authors: Zhou, Hua, Wang, Yiping, Zhou, Lan, Headrick, Randall L., Ozcan, Ahmet S., Wang, Yiyi, Ozaydin, Gozde, Ludwig Jr., Karl F., Siddons, D. Peter

Subject Terms: Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/cond-mat/0608203

Accelerating Deep Neuroevolution on Distributed FPGAs for Reinforcement Learning Problems.

Authors: ASSEMAN, ALEXIS¹, alexis.asseman@ibm.com, ANTOINE, NICOLAS¹, nicolasa@us.ibm.com, OZCAN, AHMET S.¹, asozcan@us.ibm.com

Source: ACM Journal on Emerging Technologies in Computing Systems; Apr2021, Vol. 17 Issue 2, p1-17, 17p

Method to improve semiconductor surfaces and polishing

Method for forming metal semiconductor alloys in contact holes and trenches

Forming nickel—platinum alloy self-aligned silicide contacts

Structure and method to form e-fuse with enhanced current crowding

MOSFET integrated circuit with uniformly thin silicide layer and methods for its manufacture

Liner-free tungsten contact

Multi-stage silicidation process

Strain preserving ion implantation methods

Silicided device with shallow impurity regions at interface between silicide and stressed liner