Matthew G. Perich
- A Unified, Scalable Framework for Neural Population Decoding
2023/10/24 by Mehdi Azabou, Azabou, Mehdi, Vinam Arora +17 · 27 citations
Neuroscience · Computer Science · Biochemistry, Genetics and Molecular Biology · #Neural dynamics and brain function #Neural Networks and Applications #Cell Image Analysis Techniques
- Targeted Neural Dynamical Modeling
2021/10/28 by Cole Hurwitz, Hurwitz, Cole, Akash Srivastava +11 · 9 citations
Computer Science · Neuroscience · #FOS: Biological sciences #Functional Brain Connectivity Studies #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Generalizable, real-time neural decoding with hybrid state-space models
2025/06/05 by Avery Hee-Woon Ryoo, Ryoo, Avery Hee-Woon, Nanda H. Krishna +11 · 2 voices · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · Neuroscience · #EEG and Brain-Computer Interfaces #Neural dynamics and brain function #Neurological disorders and treatments #cs.LG #q-bio.NC
- Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation
2022/02/12 by Justin Jude, Matthew G. Perich, Jude, Justin +5 · 1 citation
Neuroscience · Engineering · #Neural dynamics and brain function #EEG and Brain-Computer Interfaces #Advanced Memory and Neural Computing
- Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles
2022/05/19 by Justin Jude, Matthew G. Perich, Jude, Justin +5 · 1 citation
Neuroscience · Computer Science · #Neural dynamics and brain function #EEG and Brain-Computer Interfaces #Neural Networks and Applications
- Brain-like neural dynamics for behavioral control develop through reinforcement learning
2024/10/05 by Olivier Codol, Nanda H. Krishna, Guillaume Lajoie +1 · 1 voice · 1 citation
Neuroscience · #EEG and Brain-Computer Interfaces #Motor Control and Adaptation #Neural dynamics and brain function
- Leveraging unlabelled data for generalizable neural population decoding
2026/07/15 by Ximeng Mao, Nanda H. Krishna, Avery Hee-Woon Ryoo +2 · 4 voices
Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.LG #q-bio.NC