Analysis of Memory Organization for Dynamic Neural Networks

no code implementations • Ying Ma, Jose Principe

An increasing number of neural memory networks have been developed, leading to the need for a systematic approach to analyze and compare their underlying memory capabilities.

Diverse Motion In-betweening with Dual Posture Stitching

no code implementations • 25 Mar 2023 • Tianxiang Ren, Jubo Yu, Shihui Guo, Ying Ma, Yutao Ouyang, Zijiao Zeng, Yazhan Zhang, Yipeng Qin

In-betweening is a technique for generating transitions given initial and target character states.

Lattice-based Improvements for Voice Triggering Using Graph Neural Networks

no code implementations • 25 Jan 2020 • Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason Williams

A pure trigger-phrase detector model doesn't fully utilize the intent of the user speech whereas by using the complete decoding lattice of user audio, we can effectively mitigate speech not intended for the smart assistant.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Penalized matrix decomposition for denoising, compression, and improved demixing of functional imaging data

1 code implementation • 17 Jul 2018 • E. Kelly Buchanan, Ian Kinsella, Ding Zhou, Rong Zhu, Pengcheng Zhou, Felipe Gerhard, John Ferrante, Ying Ma, Sharon Kim, Mohammed Shaik, Yajie Liang, Rongwen Lu, Jacob Reimer, Paul Fahey, Taliah Muhammad, Graham Dempsey, Elizabeth Hillman, Na Ji, Andreas Tolias, Liam Paninski

Calcium imaging has revolutionized systems neuroscience, providing the ability to image large neural populations with single-cell resolution.

Denoising

A Taxonomy for Neural Memory Networks

no code implementations • 1 May 2018 • Ying Ma, Jose Principe

The taxonomy includes all the popular memory networks: vanilla recurrent neural network (RNN), long short term memory (LSTM ), neural stack and neural Turing machine and their variants.