Fanli Zheng (Christian) & Haohan Wang
Deep Learning Researchers using machine learning in the fields of mental health, education, and design.
We are currently both working with Huberman Lab (Stanford Department of Neurobiology) to understand anxiety and fear using deep learning techniques and designing methods at IDEO to augment the design thinking process by combining cognitive science, design research, with pattern recognition and machine learning techniques.
[NLP, Physiology, Neuro, Vision, Phenotyping, Affective Computing, CogSci, x Human Behaviour]
Themes:
- From objects to human constructs
from classifying the number of people in a photo or the types of animal to seeing the amount of “gratitude” or frustration levels shown in a video)
- From rational humans to the full human being
from looking at humans through utlity theory, basic demography to taking in the full complexity of the individual and their context (cognitive, affective, behaviour, enviornment, situation).
- From hedonic inspired design and society towards human flourishing and full self-mastery
I don’t know why we are here, but I’m pretty sure that it is not in order to enjoy ourselves. - Wittgenstein
2018 Work (Finished and In Progress)
Mathematics for Deep Learning and AI (m4dl.com)
The mathematics needed for deep learning and ai. On it’s way.
Applied Deep Learning with TensorFlow (Packt Publishing) course
6+ hour course on deep learning using TensorFlow and Google Cloud Machine Learning Engine.
Deep Learning & Artificial Intelligence - A human centered perspective
Yet another intro to deep learning and artificial intelligence
Emotion and AI on TensorFlow Meets @ Google #1
Emotion and AI on TensorFlow Meets @ Google #2
Both of us on set with Laurence Moroney chatting about neuroscience, deep learning, and our latest course and research.
DeepEdu (Deep learning and education paper)
How might we better represent and test a learner’s formal knowledge?
huīsè de system
a practical system for living in the age of entropy
dyad language learning
How might one take best advantage of learning a language with a fluent speaker who is also your partner?
Email us at two@dyadxmachina.com or add us on LinkedIn here and here.