NeurIPS 2019 Workshop Neuro AI Submissions

Adversarial Training of Neural Encoding Models on Population Spike Trains
Poornima Ramesh, Mohamad Atayi, Jakob H Macke
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Oral
- Readers: Everyone
Modelling Working Memory using Deep Recurrent Reinforcement Learning
Pravish Sainath, Pierre Bellec, Guillaume Lajoie
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Tracking momentary attention fluctuations with an EEG-based cognitive brain-machine interface
Anonymous
- 11 Sept 2019 (modified: 05 May 2023)
- Submitted to Real Neurons & Hidden Units @ NeurIPS 2019
- Readers: Everyone
Unravelling the neural signatures of dream recall in EEG: a deep learning approach
Anonymous
- 11 Sept 2019 (modified: 05 May 2023)
- Submitted to Real Neurons & Hidden Units @ NeurIPS 2019
- Readers: Everyone
Deep Connectomics Networks: Neural Network Architectures Inspired by Neuronal Networks
Nicholas Roberts, Dian Ang Yap, Vinay Uday Prabhu
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Data-Driven Discovery of Functional Cell Types that Improve Models of Neural Activity
Daniel Zdeblick, Eric Shea-Brown, Daniela Witten, Michael Buice
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Biologically Plausible Neural Networks via Evolutionary Dynamics and Dopaminergic Plasticity
Sruthi Gorantla, Anand Louis, Christos H. Papadimitriou, Santosh Vempala, Naganand Yadati
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Differentiating Granger Causal Influence and Stimulus-Related Information Flow
Anonymous
- 11 Sept 2019 (modified: 05 May 2023)
- Submitted to Real Neurons & Hidden Units @ NeurIPS 2019
- Readers: Everyone
Learning to predict visual brain activity by predicting future sensory states
Marcio Fonseca
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Learning a Convolutional Bilinear Sparse Code for Natural Videos
Dimitrios C. Gklezakos, Rajesh P. N. Rao
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Does the neuronal noise in cortex help generalization?
Brian Hu, Jiaqi Shang, Ramakrishnan Iyer, Josh Siegle, Stefan Mihalas
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Do deep neural networks possess concept space grid cells?
Anonymous
- 11 Sept 2019 (modified: 05 May 2023)
- Submitted to Real Neurons & Hidden Units @ NeurIPS 2019
- Readers: Everyone
What’s in a functional brain parcellation?
Gaël Varoquaux, Kamalakar Dadi, Arthur Mensch
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Augmenting Supervised Learning by Meta-learning Unsupervised Local Rules
Jeffrey Siedar Cheng, Ari Benjamin, Benjamin Lansdell, Konrad Paul Kording
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Foveated Downsampling Techniques
Anonymous
- 11 Sept 2019 (modified: 05 May 2023)
- Submitted to Real Neurons & Hidden Units @ NeurIPS 2019
- Readers: Everyone
Neocortical plasticity: an unsupervised cake but no free lunch
Eilif B. Muller, Philippe Beaudoin
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Automated Animal Training and Iterative Inference of Latent Learning Policy
Anonymous
- 11 Sept 2019 (modified: 05 May 2023)
- Submitted to Real Neurons & Hidden Units @ NeurIPS 2019
- Readers: Everyone
The Natural Tendency of Feed Forward Neural Networks to Favor Invariant Units
Dean A. Pospisil, Wyeth Bair
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Evaluating biological plausibility of learning algorithms the lazy way
Owen Marschall, Kyunghyun Cho, Cristina Savin
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Revealing computational mechanisms of retinal prediction via model reduction
Hidenori Tanaka, Aran Nayebi, Niru Maheswaranathan, Lane McIntosh, Stephen A. Baccus, Surya Ganguli
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Brain-inspired Robust Vision using Convolutional Neural Networks with Feedback
Yujia Huang, Sihui Dai, Tan Nguyen, Pinglei Bao, Doris Y. Tsao, Richard G. Baraniuk, Anima Anandkumar
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Reinforcement learning with a network of spiking agents
Sneha Aenugu, Abhishek Sharma, Sasikiran Yelamarthy, Hananel Hazan, Philip.S.Thomas, Robert Kozma
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Convolutional neural networks with extra-classical receptive fields
Brian Hu, Ramakrishnan Iyer, Stefan Mihalas
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Are skip connections necessary for biologically plausible learning rules?
Daniel Jiwoong Im, Rutuja Patil, Kristin Branson
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone
Estimating encoding models of cortical auditory processing using naturalistic stimuli and transfer learning
Nicolas Farrugia, Victor Nepveu, Deycy Camila Arias Villamil
- Published: 02 Oct 2019, Last Modified: 05 May 2023
- Real Neurons & Hidden Units @ NeurIPS 2019 Poster
- Readers: Everyone