Geometric Optimisation on Manifolds with Applications to Deep Learning
On 10 Mar, 2022 By admin 0 Comments
Deep Learning
Neurosymbolic AI: The 3rd Wave
On 3 Oct, 2021 By admin 0 Comments
DSA ADS Course - 2021
Discuss neurosymbolic AI systems with logical reasoning and explainability via symbolic knowledge representation. Consider trust, safety, interpretability and accountability of AI.
Neurosymbolic AI: The 3rd Wave - 2020
Abstract
Single Cortical Neurons as Deep Artificial Neural Networks
On 3 Sep, 2021 By admin 0 Comments
September, 2021
Highlights
• Cortical neurons are well approximated by a deep neural network (DNN) with 5–8 layers
• DNN’s depth arises from the interaction between NMDA receptors and dendritic morphology
• Dendritic branches can be conceptualized as a set of spatiotemporal pattern detectors
• We provide a unified method to assess the computational complexity of any neuron type
Summary
NLP with Deep Learning - BERT and Other Pre-trained Language Models
On 27 Apr, 2021 By admin 0 Comments
NLP with Deep Learning - Low Resource Machine Translation
On 27 Apr, 2021 By admin 0 Comments
NLP with Deep Learning – Future of NLP + Deep Learning
On 27 Apr, 2021 By admin 0 Comments
NLP with Deep Learning – Bias in AI
On 27 Apr, 2021 By admin 0 Comments
NLP with Deep Learning – Constituency Parsing, TreeRNNs
On 27 Apr, 2021 By admin 0 Comments
NLP with Deep Learning – Multitask Learning
On 27 Apr, 2021 By admin 0 Comments
NLP with Deep Learning – Coreference Resolution
On 27 Apr, 2021 By admin 0 Comments