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Poli and colleagues: Hyena gated long-convolution hierarchy

Interleaved implicit long convolutions with input-dependent multiplicative gates as a subquadratic sequence operator for language modeling.

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Interleaved implicit long convolutions with input-dependent multiplicative gates as a subquadratic sequence operator for language modeling.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

This is an attention alternative, not exact dense-attention acceleration. Quality and speed claims depend on sequence length, task and implementation.

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People and systems

Michael Poli; Stefano Massaroli; Eric Nguyen; Daniel Y. Fu; Tri Dao; Stephen Baccus; Yoshua Bengio; Stefano Ermon; Christopher Ré

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Poli and colleagues: Hyena gated long-convolution hierarchy

Interleaved implicit long convolutions with input-dependent multiplicative gates as a subquadratic sequence operator for language modeling.

Scientific scope

This is an attention alternative, not exact dense-attention acceleration. Quality and speed claims depend on sequence length, task and implementation.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Michael Poli; Stefano Massaroli; Eric Nguyen; Daniel Y. Fu; Tri Dao; Stephen Baccus; Yoshua Bengio; Stefano Ermon; Christopher Ré

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources