Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks

1 July 2019

Papers citing "Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks"

15 / 15 papers shown

Title
When predict can also explain: few-shot prediction to select better neural latents Kabir Dabholkar Omri Barak BDL 57 0 0 23 May 2024
Bayesian Non-linear Latent Variable Modeling via Random Fourier Features M. Zhang Gregory W. Gundersen Barbara Engelhardt BDL 16 2 0 14 Jun 2023
Compressed Predictive Information Coding Rui Meng Tianyi Luo K. Bouchard 24 1 0 03 Mar 2022
Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time Feng Zhu Andrew R. Sedler Harrison A. Grier Nauman Ahad Mark A. Davenport Matthew T. Kaufman Andrea Giovannucci C. Pandarinath 27 10 0 29 Oct 2021
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity Felix Pei Joel Ye D. Zoltowski Anqi Wu Raeed H. Chowdhury ... L. Miller Jonathan W. Pillow Il Memming Park Eva L. Dyer C. Pandarinath 50 87 0 09 Sep 2021
Representation learning for neural population activity with Neural Data Transformers Joel Ye C. Pandarinath AI4TS AI4CE 11 52 0 02 Aug 2021
Bayesian Inference in High-Dimensional Time-Serieswith the Orthogonal Stochastic Linear Mixing Model Rui Meng K. Bouchard AI4TS 24 2 0 25 Jun 2021
Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems Haitao Liu Changjun Liu Xiaomo Jiang Xudong Chen Shuhua Yang Xiaofang Wang BDL AI4TS 44 2 0 03 Jun 2021
Building population models for large-scale neural recordings: opportunities and pitfalls C. Hurwitz N. Kudryashova A. Onken Matthias H Hennig 20 39 0 03 Feb 2021
IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report Qi She Fan Feng Qi Liu Rosa H. M. Chan Xinyue Hao ... Di Xie Yangsheng Xu Lin Yang Qiaoyong Zhong Liguang Zhou 6 2 0 26 Apr 2020
CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition Zhengwei Wang Qi She Tejo Chalasani A. Smolic 3DPC SLR 21 15 0 20 Apr 2020
A Neuro-AI Interface for Evaluating Generative Adversarial Networks Zhengwei Wang Qi She Alan F. Smeaton T. Ward Graham Healy EGVM 13 2 0 05 Mar 2020
OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning Qi She Fan Feng Xinyue Hao Qihan Yang Chuanlin Lan ... Zhengwei Wang Yao Guo Yimin Zhang Fei Qiao Rosa H. M. Chan VLM 38 75 0 15 Nov 2019
A Spectral Nonlocal Block for Neural Networks Lei Zhu Qi She Lidan Zhang Ping Guo 18 2 0 04 Nov 2019
An Efficient and Flexible Spike Train Model via Empirical Bayes Qi She Xiaoli Wu Beth Jelfs Adam S. Charles Rosa H.M.Chan 19 0 0 10 May 2016