I am currently a relatively independent researcher. My current research involves (1) utilizing natural language processing techniques in Electroencephalogram (EEG) analysis, and (2) spiking neural network.
My major interests are linguistics (especially computational linguistics), neuroscience, and philosophy.
More specifically, my research interests involve the following keywords:
· Machine Learning
· Processing-in Memory
· Neuromorphic Computing
· Computational Linguistics
· Programming Language Theory
· Programming Language Processing System
· Optimization Algorithms
· Bio-signal Processing
I am engaged in interdisciplinary research and study in linguistics and neuroscience to better understand human beings and has interests in developing applications in healthcare, communication enhancement, well-being, and related fields. Emerging computing such as neuromorphic computing also aligns with my interests.
I am currently conducting the following three research projects:
· 1. EEG Language Extraction.
This research uses a formal language model and a computational linguistics approach to model and extract the syntax of EEG signals.
· 2. Network Dynamics-Integrated SNN Deployment Optimization.
This research incorporates network dynamics in the deployment of spiking neural networks for optimizing runtime energy consumption, processing unit communication time, etc.
· 3. Spiking Neural Network-based Seizure Prediction.
This research utilizes the spiking neural network to predict seizure before its onset. This research is conducted at Japan's National Center of Neurology and Psychiatry.
This website aims at sharing some research discoveries and notes on learning! ^_^
—————————————————————————————————————————— Wanhong HUANG
Email: huangwanhong.senlin@gmail.com