David Sussillo

10.1k citations
37 papers · 5.0k · 5 hit papers · h-index 23

Impact in

Papers in

    • Neural dynamics and brain function 27
    • EEG and Brain-Computer Interfaces 5
    • Functional Brain Connectivity Studies 4
    • Visual perception and processing mechanisms 3
    • Neural Networks and Reservoir Computing 10
    • Neural Networks and Applications 7

David Sussillo

36 papers receiving 4.9k citations

David Sussillo's Hit Papers

Catalyzing next-generation Artificial Intelligence through NeuroAI 2023 · 171 citations
1710+5+11Years since publication2505007501000

Peers

David Sussillo
Comparison fields: 5 of 151
  • Cognitive Neuroscience 3.9k
  • Cellular and Molecular Neuroscience 1.4k
  • Artificial Intelligence 1.3k
  • Statistical and Nonlinear Physics 285
  • Electrical and Electronic Engineering 991
Replace Surya Ganguli with:
Surya Ganguli United States
Rafal Bogacz United Kingdom
Omri Barak Israel
Richard Naud Canada
Walter Senn Switzerland
Panayiota Poirazi Greece
Friedemann Zenke Switzerland
Jeffrey L. Krichmar United States
Felix Schürmann Switzerland
Peter E. Latham United Kingdom
David Sussillo relative to Surya Ganguli United States Surya Ganguli's profile →
Citations per field
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Citations per year

Countries citing papers authored by David Sussillo

Since Specialization
Citations

This map shows the geographic impact of David Sussillo's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by David Sussillo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David Sussillo more than expected).

Fields of papers citing papers by David Sussillo

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by David Sussillo. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by David Sussillo. The network helps show where David Sussillo may publish in the future.

Co-authors

The 25 scholars most cited alongside David Sussillo, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with David Sussillo Line = papers co-authored together David Sussillo links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 37 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Context-dependent computation by recurrent dynamics in prefrontal cortex
Hit paper breakdown →
20131114
2
Generating Coherent Patterns of Activity from Chaotic Neural Networks
Hit paper breakdown →
2009724
3
Inferring single-trial neural population dynamics using sequential auto-encoders
Hit paper breakdown →
2018369
4 2012331
5 2015318
6
Computation Through Neural Population Dynamics
Hit paper breakdown →
2020317
7 2006270
8 2007209
9
Catalyzing next-generation Artificial Intelligence through NeuroAI
Hit paper breakdown →
2023171
10 2014160
11 2016137
12 2012135
13 2016134
14 2013114
15
Hallucinations in Neural Machine Translation
201876
16 201476
17 202448
18 202240
19 200736
20 201933

About David Sussillo

David Sussillo is a scholar working on Cognitive Neuroscience, Artificial Intelligence, Cellular and Molecular Neuroscience, Electrical and Electronic Engineering and Acoustics and Ultrasonics, having authored 37 papers that have together received 5.0k indexed citations. Recurring topics across this work include Neural dynamics and brain function (27 papers), Neural Networks and Reservoir Computing (10 papers), Advanced Memory and Neural Computing (9 papers), Neural Networks and Applications (7 papers), Neuroscience and Neural Engineering (6 papers), EEG and Brain-Computer Interfaces (5 papers), Functional Brain Connectivity Studies (4 papers) and Visual perception and processing mechanisms (3 papers). The work is most often cited by research in Cognitive Neuroscience (3.9k citations), Cellular and Molecular Neuroscience (1.4k citations), Artificial Intelligence (1.3k citations), Statistical and Nonlinear Physics (285 citations) and Electrical and Electronic Engineering (991 citations). David Sussillo has collaborated with scholars based in United States, United Kingdom and Switzerland. Frequent co-authors include Krishna V. Shenoy, L. F. Abbott, Valerio Mante, William T. Newsome, Omri Barak, Andrew J. Trevelyan, Rafael Yuste, Matthew Tyler Kaufman, Mark M. Churchland and Matthew D. Golub. Their work appears in journals such as Neuron, Nature, Neural Computation, Nature Communications and Nature Neuroscience.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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