Decoding finger velocity from cortical spike trains with recurrent spiking neural networks
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Tengjun, Gygax, Julia, Rossbroich, Julian, Chua, Yansong, Zhang, Shaomin, Zenke, Friedemann |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Elucidating the theoretical underpinnings of surrogate gradient learning in spiking neural networks
by: Gygax, Julia, et al.
Published: (2024)
by: Gygax, Julia, et al.
Published: (2024)
Heterogeneous quantization regularizes spiking neural network activity
by: Moyal, Roy, et al.
Published: (2024)
by: Moyal, Roy, et al.
Published: (2024)
Teaching signal synchronization in deep neural networks with prospective neurons
by: Zucchet, Nicoas, et al.
Published: (2025)
by: Zucchet, Nicoas, et al.
Published: (2025)
Synchronization and semantization in deep spiking networks
by: Oberste-Frielinghaus, Jonas, et al.
Published: (2025)
by: Oberste-Frielinghaus, Jonas, et al.
Published: (2025)
Von Economo neurons enable reliable social skill acquisition in recurrent spiking neural networks: a computational account with clinical predictions
by: Keskin, Esila
Published: (2026)
by: Keskin, Esila
Published: (2026)
A flexible framework for structural plasticity in GPU-accelerated sparse spiking neural networks
by: Knight, James C., et al.
Published: (2025)
by: Knight, James C., et al.
Published: (2025)
Multiscale fusion enhanced spiking neural network for invasive BCI neural signal decoding
by: Song, Yu, et al.
Published: (2024)
by: Song, Yu, et al.
Published: (2024)
Theories of synaptic memory consolidation and intelligent plasticity for continual learning
by: Zenke, Friedemann, et al.
Published: (2024)
by: Zenke, Friedemann, et al.
Published: (2024)
Discovering alternative solutions beyond the simplicity bias in recurrent neural networks
by: Qian, William, et al.
Published: (2025)
by: Qian, William, et al.
Published: (2025)
Two-compartment neuronal spiking model expressing brain-state specific apical-amplification, -isolation and -drive regimes
by: Pastorelli, Elena, et al.
Published: (2023)
by: Pastorelli, Elena, et al.
Published: (2023)
Towards a "universal translator" for neural dynamics at single-cell, single-spike resolution
by: Zhang, Yizi, et al.
Published: (2024)
by: Zhang, Yizi, et al.
Published: (2024)
Storing overlapping associative memories on latent manifolds in low-rank spiking networks
by: Podlaski, William F., et al.
Published: (2024)
by: Podlaski, William F., et al.
Published: (2024)
Causal pieces: analysing and improving spiking neural networks piece by piece
by: Dold, Dominik, et al.
Published: (2025)
by: Dold, Dominik, et al.
Published: (2025)
ISAM-MTL: Cross-subject multi-task learning model with identifiable spikes and associative memory networks
by: Li, Junyan, et al.
Published: (2025)
by: Li, Junyan, et al.
Published: (2025)
Equivalence of approximation by networks of single- and multi-spike neurons
by: Dold, Dominik, et al.
Published: (2026)
by: Dold, Dominik, et al.
Published: (2026)
Sufficient conditions for offline reactivation in recurrent neural networks
by: Krishna, Nanda H., et al.
Published: (2025)
by: Krishna, Nanda H., et al.
Published: (2025)
Structure of activity in multiregion recurrent neural networks
by: Clark, David G., et al.
Published: (2024)
by: Clark, David G., et al.
Published: (2024)
Confidence and second-order errors in cortical circuits
by: Granier, Arno, et al.
Published: (2023)
by: Granier, Arno, et al.
Published: (2023)
Connectivity structure and dynamics of nonlinear recurrent neural networks
by: Clark, David G., et al.
Published: (2024)
by: Clark, David G., et al.
Published: (2024)
Phase codes emerge in recurrent neural networks optimized for modular arithmetic
by: Murray, Keith T.
Published: (2023)
by: Murray, Keith T.
Published: (2023)
Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks
by: Ravichandran, Naresh, et al.
Published: (2024)
by: Ravichandran, Naresh, et al.
Published: (2024)
Building functional and mechanistic models of cortical computation based on canonical cell type connectivity
by: Granier, Arno, et al.
Published: (2025)
by: Granier, Arno, et al.
Published: (2025)
Harmonic fractal transformation for modeling complex neuronal effects: from bursting and noise shaping to waveform sensitivity and noise-induced subthreshold spiking
by: Sorokina, Mariia
Published: (2025)
by: Sorokina, Mariia
Published: (2025)
Combining SNNs with Filtering for Efficient Neural Decoding in Implantable Brain-Machine Interfaces
by: Zhou, Biyan, et al.
Published: (2023)
by: Zhou, Biyan, et al.
Published: (2023)
Adaptive Decoding via Hierarchical Neural Information Gradients in Mouse Visual Tasks
by: Feng, Jingyi, et al.
Published: (2025)
by: Feng, Jingyi, et al.
Published: (2025)
Emergence of robust looming selectivity via coordinated inhibitory neural computations
by: Fu, Qinbing, et al.
Published: (2025)
by: Fu, Qinbing, et al.
Published: (2025)
Artificial intelligence as a surrogate brain: Bridging neural dynamical models and data
by: Zhang, Yinuo, et al.
Published: (2025)
by: Zhang, Yinuo, et al.
Published: (2025)
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
by: Khajehabdollahi, Sina, et al.
Published: (2023)
by: Khajehabdollahi, Sina, et al.
Published: (2023)
Event-driven eligibility propagation in large sparse networks: efficiency shaped by biological realism
by: Korcsak-Gorzo, Agnes, et al.
Published: (2025)
by: Korcsak-Gorzo, Agnes, et al.
Published: (2025)
BrainNPT: Pre-training of Transformer networks for brain network classification
by: Hu, Jinlong, et al.
Published: (2023)
by: Hu, Jinlong, et al.
Published: (2023)
Lu.i -- A low-cost electronic neuron for education and outreach
by: Stradmann, Yannik, et al.
Published: (2024)
by: Stradmann, Yannik, et al.
Published: (2024)
Learning efficient backprojections across cortical hierarchies in real time
by: Max, Kevin, et al.
Published: (2022)
by: Max, Kevin, et al.
Published: (2022)
The dynamic interplay between in-context and in-weight learning in humans and neural networks
by: Russin, Jacob, et al.
Published: (2024)
by: Russin, Jacob, et al.
Published: (2024)
Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning
by: Chavlis, Spyridon, et al.
Published: (2024)
by: Chavlis, Spyridon, et al.
Published: (2024)
Improving the adaptive and continuous learning capabilities of artificial neural networks: Lessons from multi-neuromodulatory dynamics
by: Mei, Jie, et al.
Published: (2025)
by: Mei, Jie, et al.
Published: (2025)
A Dynamic Systems Approach to Modelling Human-Machine Rhythm Interaction
by: Yuan, Zhongju, et al.
Published: (2024)
by: Yuan, Zhongju, et al.
Published: (2024)
Cognition spaces: natural, artificial, and hybrid
by: Solé, Ricard, et al.
Published: (2026)
by: Solé, Ricard, et al.
Published: (2026)
Why all roads don't lead to Rome: Representation geometry varies across the human visual cortical hierarchy
by: Ghosh, Arna, et al.
Published: (2025)
by: Ghosh, Arna, et al.
Published: (2025)
On Broken Symmetry in Cognition
by: Li, Xin
Published: (2023)
by: Li, Xin
Published: (2023)
"What" x "When" working memory representations using Laplace Neural Manifolds
by: Sarkar, Aakash, et al.
Published: (2024)
by: Sarkar, Aakash, et al.
Published: (2024)
Similar Items
-
Elucidating the theoretical underpinnings of surrogate gradient learning in spiking neural networks
by: Gygax, Julia, et al.
Published: (2024) -
Heterogeneous quantization regularizes spiking neural network activity
by: Moyal, Roy, et al.
Published: (2024) -
Teaching signal synchronization in deep neural networks with prospective neurons
by: Zucchet, Nicoas, et al.
Published: (2025) -
Synchronization and semantization in deep spiking networks
by: Oberste-Frielinghaus, Jonas, et al.
Published: (2025) -
Von Economo neurons enable reliable social skill acquisition in recurrent spiking neural networks: a computational account with clinical predictions
by: Keskin, Esila
Published: (2026)