BrainTransformers: SNN-LLM

Networks of spiking neurons: The third generation of neural network models

Wolfgang Maass · 1997

Earlier work this paper cites.

Spiking neuron models: Single neurons, populations, plasticity

Wulfram Gerstner and Werner M Kistler · 2002

Earlier work this paper cites.

Error-backpropagation in temporally encoded networks of spiking neurons

Sander M Bohte, Joost N Kok, and Han La Poutre · 2002

Earlier work this paper cites.

Which model to use for cortical spiking neurons?

Eugene M Izhikevich · 2004

Earlier work this paper cites.

Synaptic computation

LF Abbott and Wade G Regehr · 2004

Earlier work this paper cites.

Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing

Peter U Diehl et al · 2015

Earlier work this paper cites.

Conversion of continuous-valued deep networks to efficient event-driven networks for image classification

Bodo Rueckauer et al · 2017

Cited alongside, same era.

Deep learning with spiking neurons: opportunities and challenges

Michael Pfeiffer and Thomas Pfeil · 2018

Cited alongside, same era.

Loihi: A neuromorphic manycore processor with on-chip learning

Mike Davies et al · 2018

Cited alongside, same era.

Towards spike-based machine intelligence with neuromorphic computing

Kaushik Roy, Akhilesh Jaiswal, and Priyadarshini Panda · 2019

Cited alongside, same era.

Artifact-based rendering: harnessing natural and traditional visual media for more expressive and engaging 3D visualizations

Seth Johnson et al · 2019

Cited alongside, same era.

Surrogate gradient learning in spiking neural networks: Bringing the power of gradient-based optimization to spiking neural networks

Emre O Neftci, Hesham Mostafa, and Friedemann Zenke · 2019

Later among the works it cites.

Going deeper in spiking neural networks: VGG and residual architectures

Abhronil Sengupta et al · 2019

Later among the works it cites.

Energy-efficient time-domain vector-by-matrix multiplier for neurocomputing and beyond

Original

Mohammad Bavandpour, Mohammad Reza Mahmoodi, and Dmitri B Strukov · 2019

Later among the works it cites.

The llama 3 herd of models

Original

Abhimanyu Dubey et al · 2024

Closest in time.

NVIDIA announces financial results for first quarter fiscal 2025, 2024

NVIDIA Corporation · 2025

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