Author

William Fishell

University of California SystemORCID 0009-0006-6724-348XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:statistical model· 1

Frequent Co-Authors

Gord FishelliD· 1 shared Suraj HonnuraiahiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Gord FishellORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

NeuroscienceNeuromorphic Computing and EngineeringPeer-reviewedJul 3, 2026

SNNs Are Not Transformers (Yet): The Architectural Problems for SNNs in Modeling Long-Range Dependencies

William Fishell, Gord Fishell, Suraj Honnuraiah

This paper analyzes the limitations of spiking neural networks (SNNs) in modeling long-range dependencies, showing their quadratic sample complexity compared to Transformers and RNNs.

DOI 10.1088/2634-4386/ae8626

statistical model

𝕏 PostBluesky